A Variable Group Block Distribution Strategy for Dense Factorizations on Networks of Hetero

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计量经济学stata上机教程

计量经济学stata上机教程

计量经济学stata上机教程2014计量经济学上机教程1Stata操作基础主要内容:1. Stata的特点与功能2. Stata的界面管理3. Stata的命令语法4. 数据处理5. 统计描述、制图与输出结果6. log文档与do文档7. 常用函数8. Stata的帮助系统与学习资源9. 课后练习1. Stata的特点与功能, 将统计功能与计量分析完整地结合起来。

不仅可以实现诸多统计分析方法,比如描述统计、假设检验、方差分析、主成分分析等,而且可以实现多种计量经济模型的估计和检验,包括经典单方程回归模型、方程组模型、微观数据模型(离散选择模型、计数模型、截断模型、归并模型等)、时间序列数据模型(ARMA、VAR、GARCH等)以及面板数据分析。

, 强大的数据处理功能。

, 精致的作图功能。

, 丰富的网络资源。

Stata 12有各种版本,其中尤以SE(特殊版)最为常用。

用户可以在命令栏中输入about命令查看所安装的版本信息。

2--per ml sodium hydroxide [c (NaOH) =1.000 mol/L] potassium hydrogen phthalate standard solution of quality g. ... After dilution to 1000mL. 1.1.2 0.000 35mol/L iodine solution: dissolve 20 g of potassium iodide in Cheng You (30~40) 500mL mL water bottle; 5mL iodine stock solution, and then diluted to scale and mix. This solution every other day to prepare. 1.1.3 acetate buffer (PH5.3): dissolve 87g sodium acetate (CH3COONa • 3H2O) 400mL water and 10.5mL in glacial acetic acid is dissolved in a small amount of water. volume and then mixing the two together and add water to 500mL, using regulation to PH5.3. 1.1.40.5mol/L sodium chloride: 14.5 g of sodium chloride dissolved in boiled water, and constant volume to 500mL. 1.1.5 soluble starch: pure before use should determine its value. Accurate said take amount starch (equivalent to dry state 1g) Yu 250mL high type beaker in the, added80~90mL distilled water, Yu asbestos online in constantly mixing Xia quickly heating to boiling, then with fire keep micro-boiling 3min, stamped and cooling to at room temperature, transfer to 100mL capacity bottle in the, into 40 ? water bath in the makes solution reached this temperature, and in 40 ? Shi with distilled water (40 ?) set capacity, this starch solution placed 40 ? thermostat water bath in the for determination samples with. 1.2 the instrument a) constant temperaturewater bath: (40+-0.2) 0C. B) spectrophotometer. 1.3 procedures 1.3.1 preparation of samples: weighing 50mL 10G sample不同的版本对于样本容量、变量个数、矩阵阶数等有着不同的限制,用户可以通过以下命令了解和改变这些设定:memory 显示目前存储空间query memory 查看目前实际设定的存储空间set memory 10m 设定存储空间的大小set matsize 250 设定最大矩阵阶数set maxvar 2500 设定最大变量数(最小设定为2048)help limits 显示Stata的各种极限 2. Stata的界面管理, 首次打开Stata,将会出现一个询问是否进行更新的对话框。

横河CS3000功能块说明1

横河CS3000功能块说明1

横河CS3000功能块说明<Toc> <Ind> <D1. Regulatory Control> D1-1IM 33S01B30-01ED1. Regulatory Control调整控制The regulatory control performs control computation processing using analog process values for process monitor and process control. The function blocks that provide the regulatory control function are referred as “regulatory control blocks.”调整控制是利用过程监控及过程控制中的模拟过程量来进行控制计算处理的。

This chapter presents a detailed description of the function of each of the regulatory control blocks, excluding the Foundation Fieldbus faceplate block. 这章将逐个介绍每个调整控制块的功能,包括基金会现场总线的面板功能块。

SEE ALSO参阅For details on the Foundation Fieldbus faceplate blocks, see chapter A2, “Overview of FF Faceplate Blocks” in the Foundation Fieldbus Reference (IM33Y05P10-01E).想了解基金会现场总线面板功能块的详细情况,请参照关于FF部分的A2章节“FF面板功能块的概述”■Regulatory Control Positioning ¡调整控制的配置The regulatory control is one of the basic controls in the FCS and performs control computation processing to monitor and control processes. The function blocks that perform the this regulatory control are referred as “regulatory control blocks.”调整控制是FCS的一个基本控制单元,执行过程监控的控制计算处理。

商务统计学-常用词汇整理表

商务统计学-常用词汇整理表

商务统计学词汇表Chapter 1Categorical variables 分类变量Continuous variables 连续变量Data 数据Descriptive statistics 描述统计学Discrete variables 离散变量Focus group焦点小组方法,小组访谈法,焦点讨论方法Inferential statistics 推断统计学Numerical variables 数值变量Operational definition 运算定义Parameter 参数Population 总体Primary sources 原始(数据)来源Sample 抽样、样本secondary sources 二手(数据)来源statistic 统计量statistics 统计学、统计数据statistical packages 统计(软件)包variables 变量Chapter 2Bar chart 柱形图、条形图Cells 单元、元素Chartjunk 图表垃圾Class boundaries 组限Class grouping 分组Class midpoint 组中值Contingency table 列联表Cross-classification table 交叉分类表Cumulative percentage distribution累计百分比分布Cumulative percentage polygon累计百分比多边形图Frequency distribution 频数分布Histogram 直方图Ogive (cumulative percentage polygon)卵形图、累积曲线图Ordered array 有序的数列Pareto diagram 帕累托图Pareto principle 帕累托准则percentage distribution 百分比分布percentage polygon 百分比多边形图pie chart 饼图、圆形图range 全距relative frequency distribution相对频数分布scatter diagram 散点图stem-and-leaf display 茎叶图summary table 汇总表time-series plot 时间数列图width of class interval 组距Chapter 3Arithmetic mean 算术均值Box-and-whisker plot 箱线图Central tendency 集中趋势Chebyshev rule 切比雪夫法则Coefficient of correlation 相关系数Coefficient of variation 变异系数Covariance 协方差Dispersion 离散离差Empirical rule 经验法则Extreme value 极端值Five-number summary 五数(值)概括法Geometric mean 几何平均Interquartile range (IQR)四分间距、内距Left-skewed 左偏Mean 均值Median 中位数Midspread 中间离散、中间离差Mode 众数Outlier 异常值Population mean 总体均值Population standard deviatio总体标准差Population variance 总体方差Q1:first quartile 下四分位数Q3:third quartile 上四分位数Quartile 四分位数Range 全距Resistant measures 抗性测度值Right-skewed 右偏Sample coefficient of correlation样本相关系数Shape (分布)形状Skewed 偏斜(度)Spread 离散(分布)Standard deviation 标准差Sum of squares 平方和Symmetrical 对称的Variance 方差Variation 变异Z scores 标准分数Chapter 4A priori classical probability先验古典概率Bayes’theorem 贝叶斯定理Certain event 必然事件Collectively exhaustive 完备穷尽Combination 组合Complement of event 事件的补A’Conditional probability 条件概率Contingency table 列联表Decision tree 决策树Empirical classical probability经验古典概率Event 事件General addition rule 一般加法法则General multiplication rule一般乘法法则Impossible event 不可能事件Intersection of event 事件的交Joint event 联合事件Joint probability 联合概率Marginal probability 边际概率Multiplication rule for independent events 独立事件的乘法法则Mutually exclusive 互斥Permutation 排列Sample space 样本空间Simple event 简单事件Statistical independence 统计独立性Subjective probability 主观概率Table of cross-classifications交叉分类表Union 联合Venn diagram 韦恩图Chapter 5Area of opportunity 机会域Binomial probability distribution二项概率分布Expected value of a discrete random variable 离散随机变量的期望值Mathematical model 数学模型Poisson distribution 泊松分布Probability distribution for a discrete random variable离散随机变量的概率分布Rule of combination 组合定律Standard deviation of a discrete random variable 离散随机变量的标准差Chapter 6Continuous probability density function连续概率密度函数Cumulative standardized normal distribution 累积标准正态分布Normal distribution 正态分布Normal probability density function正态概率密度函数Normal probability plot 正态概率图Quantile-quantile plotQ-Q图,分位数图Standardized normal random variable标准正态随机变量Transformation formula 转换公式Chapter7Central Limit Theorem 中心极限定理Clusters 群Cluster sampling 整群抽样Convenience sampling 方便抽样、便利抽样Coverage error 涵盖误差Frame 抽样框Judgement sample 判断抽样(样本)Measurememnt error 测量误差Nonprobability sample 非概率抽样Nonreponse error 无回答误差Probability sample 概率抽样Sampling distribution 抽样分布Sampling distribution of the sample mean样本均值的抽样分布Sampling distribution of the sample proportion 样本比例的抽样分布Sampling error 抽样误差Sampling with replacement 重置抽样Sampling without replacement 不重置抽样Selection bias 选择偏差Simple random sample 简单随机抽样Standard error of the mean均值的标准误差nxσσ= Standard error of the proportion比例的标准误差np)1(ππσ-=Strata 层 Stratified sample 分层抽样、分类抽样 Systematic sample 系统抽样 Table of random numbers 随机数表 Unbiased 无偏的 Chapter 8Confidence interval estimat置信区间估计Critical value 临界值 Degrees of freedom 自由度 Level of confidence 置信水平 Point estimate 点估计 Sampling error 抽样误差 Chapter9Level of significance α 显著性水平 Alternative hypothesis 备择假设 Confidence coefficient 置信系数 Confidence level 置信水平 Data snooping 数据探测法 Directional test方向性检验(左或右单侧检验)Hypothesis testing 假设检验 Null hypothesis 原假设 One-tail test 单尾检验、单侧检验 P-value P 值 Power of a statistical test统计检验功效Randomization 随机性、随机选择 Region of nonrejection 非拒绝域 Region of rejection 拒绝域 Test statistic t 检验统计量 Two-tail test 双尾检验、双侧检验 Type Ⅰerror 第一类错误 Type Ⅱerror 第二类错误 Chapter 10 (第五版的10、11章)Among-group variation 组间方差 Analysis of variance (ANOVA)方差分析 Critical range 临界区域 F distribution F 分布 f-test statistic for testing the equality of two variances两个方差相等的F 检验 Factor 因素grand mean X 总平均数 homogeneity of variance 方差齐性 Levene test 方差齐性检验 Matched 匹配 Paired 配对 Mean square 均方 MSA 组间均方差 MST 总均方差 MSW 组内均方差 Multiple comparisons 多重比较 One-way ANOVA 单因素方差分析 Paired t test for the mean difference in related populations有关总体均值之差的配对t 检验Pooled-variance t test 合并方差的t 检验 Post hoc 验后比较 Random error 随机误差 Randomness and independence随机性和独立性Repeated measurements 重复测量 Robust test 稳健性检验 Separate-variance t test分离方差的t 检验Studentized range distribution学生(氏)全距或极差分布Sum of squares among groups (SSA )组间平方和Sum of squares total(SST) 总平方和 Sum of squares within groups (SSW)组内平方和Tatal variation 总方差 Treatment effect 处理效应 Tukey-Kramer multiple comparison procedureTukey-Kramer 多重比较方法 Within-group variation 组内方差 Chapter 11 (第五版的12章)Assumptions of regression 回归假设 Autocorrelation 自相关 Coefficient of determination 决定系数 Confidence interval estimate for the mean response因变量(响应变量)均值的置信区间估计 Confidence interval estimate for the slope 斜率的置信区间估计Correlation coefficient 相关系数Dependent variable 因变量Durbin-Watson statistic D-W统计量Error sum of squares (SSE)随机误差平方和Equal variance 等方差Explained variation 可解释的变差Explanatory 解释变量Homoscedasticity 同方差性,方差齐性Independence of errors随机误差的独立性Least-squares method 最小平方法Linearity 线性Normality 正态性Prediction interval for an individual response Y因变量Y个别值的预测区间Prediction line 预测线Regression line 回归线Regression analysis 回归分析Regression coefficient 回归系数Regression sum of squares(SSR)回归平方和Residual analysis 残差分析Response variable 因变量Scatter diagram 散点图Simple linear regression简单(一元)线性回归Slope 斜率Standard error of the estimate估计标准误差Y intercept 因变量Y的截距Unexplained variation不可解释的方差Chapter 12 (第五版13章)Adjusted r2修正的决定系数Coefficient of multiple determination多重决定系数Cross-product term 交叉乘积项Dummy variables 虚拟变量Interaction term 交叉项Multiple regression models多元回归模型Net regression coefficient净回归系数,偏回归系数Overall F test总体(回归方程)的F检验Quadratic regression model二次回归模型。

数学专业英语词汇

数学专业英语词汇

数学专业英语词汇1b measurability b可测性b measurable function 波莱尔可测函数babylonian numerals 巴比伦数字back substitution 逆计算backward difference 后向差分backward difference operator 后向差分算子backward difference quotient 后向差商backward solution 后向解法baire function 贝利函数baire measure 贝利测度baire set 贝利集baire space 贝利空间baire theorem 贝利定理balance 平衡balanced category 平衡范畴balanced functor 平衡函子balanced hypergraph 平衡超图balanced neighborhood 平衡邻域balanced sample 平衡样本balanced set 平衡集balancing method 平衡法balayage 扫除ball 球ballistic curve 弹道banach algebra 巴拿赫代数banach lie group 巴拿赫李群banach space 巴拿赫空间band 带band chart 带状图band matrix 带状矩阵bar construction 棒构成bar diagram 条线图bar graph 条线图barrel 桶集barrel shape 桶型barrelled space 桶型空间barrier 闸barycenter 重心barycenter of a simplex 单形的重心barycentric 重心的barycentric complex 重心复形barycentric coordinates 重心坐标barycentric mapping 重心映射barycentric subdivision 重心重分base 底base angle 底角base line 底线base number 底数base of logarithms 对数的底base point 基点base register 基址寄存器变址寄存器base space 底空间base vector 基向量basic 基础的basic block 基本块basic field 基域basic form 基本形式basic point 基础点basic representation 基本表示basic ring 基环basic solution 基本解basic symbol 基本符号basic variable 基本变量basis 基basis for cohomology 上同爹basis for homology 同爹basis of linear space 线性空间的基basis of vector space 向量空间的基basis replacementprocedure 基替换过程basis theorem of hilbert 希耳伯特基定理basis vector 基本向量batch processing 成批处理bayes decision function 贝叶斯判定函数bayes formula 贝叶斯公式bayes postulate 贝叶斯公设bayes solution 贝叶斯解behavior 行为behavior strategy 行为策略bellman principle 贝尔曼原理beltrami equation 贝尔特拉米方程bending point 转向点bergman metric 伯格曼度量bernoulli equation 伯努利方程bernoulli inequality 伯努利不等式bernoulli method 伯努利法bernoulli number 伯努利数bernoulli polynomial 伯努利多项式bernoulli trials 伯努利试验bernoullian polynomial 伯努利多项式bernstein inequality 伯思斯坦不等式bernstein polynomial 伯思斯坦多项式bertrand curves 柏特龙曲线bertrand paradox 柏特龙悖论bessel equation 贝塞耳方程bessel function 贝塞耳函数bessel function of thesecond kind 第二类贝塞耳函数bessel function of the thirdkind 第三类贝塞耳函数bessel inequality 贝塞耳不等式bessel integral 贝塞耳积分best approximation 最佳逼近best estimator 最佳估计量best test 最佳检验best uniformapproximation 最佳一致逼近beta distribution 分布beta function 函数betti group 贝蒂群betti number 贝蒂数between group variance 群间方差biadditive 双加法的biangular 双角的bias 偏倚biased estimator 有偏估计量biased sample 有偏样本biased statistics 有偏统计量biased test 有偏检验biaxial 双轴的biaxial spherical harmonic function 双轴球面低函数bicartesian square 双笛卡儿方bicharacteristic 双特征bicompact 紧bicompact set 紧集bicompact space 列紧空间bicompact transformation group 列紧变换群bicompactification 紧化bicomplex 二重复形bicomplex function 二重复形函数biconcave 两面凹的biconditional 等价biconnected space 双连通空间bicontinuous function 双连续函数bicontinuously differentiable 双连续可微bicylinder 双圆柱bidimensional 二维的bidimensionality 二维性bidual banach space 双对偶巴拿赫空间bifunctor 二变项函子bifurcation point 歧点bifurcation theory 分歧理论bigraded group 双重分次群bigraded module 双重分次模biharmonic 双低的biharmonic equation 双低方程biharmonic function 双低函数biholomorphic 双全纯的biholomorphic function 双正则函数biholomorphic mapping双正则映射bihomomorphism 双同态bijection 双射bijective mapping 双射bijectivity 双射性bilateral 两面的bilateral derivative 双侧导数bilateral laplace transform双侧拉普拉斯变换bilaterally boundedsequence 双侧有界序列bilinear 双线性的bilinear form 双线性形式bilinear functional 双线性泛函bilinear integral form 双线性积分型bilinear mapping 双线性映射bilinear programming 双线性规划bilinear relation 双线性关系bilinear system 双线性系bilinear transformation 双线性变换bilinearity 双线性bimatrix game 双矩阵对策bimodal distribution 双峰分布bimodule 双模binary 二元的binary arithmetic 二进制算术binary code 二进制吗binary coded decimalnotation 二进制编码的十进记数法binary coded decimalsystem 二进制编码的十进制binary coding 二进制编码binary digit 二进制数字binary digital computer 二进制数字计算机binary element 双态元件binary number 二进制数binary number system 二进制数系binary operation 二元运算binary point 二进制小数点binary relation 二元关系binary system 二进制的binary translation 二进制变换bind 连结binomial 二项式binomial coefficient 二项式系数binomial differential 二项式微分binomial differentialequation 二项微分方程binomial distribution 二项分布binomial equation 二项方程binomial expansion 二项展开式binomial integral 二项式积分binomial probability paper二项式概率纸binomial series 二项级数binomial surd 二项不尽根binomial test 二项检验binomial theorem 二项式定理binormal 副法线binormal space 副法线空间binormal vector 副法线向量biodemography 生物人口统计学biomathematic 生物数学的biomathematics 生物数学biomechanics 生物力学biometrics 生物统计学biometrika 生物统计学biophysics 生物物理学biorthogonal system 双正交系biorthonormal expansion双标准正交展开biorthonormalization 双标准正交化bipartite cubic 双枝三次曲线bipartite graph 偶图bipolar 双极的bipolar coordinates 双极坐标bipolar theorem 双极定理biprism 双棱柱biquadrate 四次方biquadratic equation 双二次方程biquadratic residue 双二次剩余biquaternion 复四元数biquinary code 二元五元码birational 双有理的birational invariant 双有理不变量birational map 双有理映射birational transformation 双有理变换birectangular 两直角的biregular 双正则的biregular isomorphism 双正则同构birth process 出生过程birth rate 出生率bisect 平分bisecting point 平分点bisection 平分bisector 平分线bisector of angle 角的平分线bispherical 双球面的bispinor 双旋量bistable 双稳定的bisymmetry 双对称bit 比特bitangent 双切线biunique 一对一的bivalent 二价的bivariate distribution 二维分布bivariate distribution function 二元分布函数bivariate frequency function 二元频率函数bivariate normal distribution 二元正态分布bivariate population 二元总体bivector 二重向量block 块block design 区组设计block relaxation 块松弛block tridiagonal matrix块三对角阵blockdiagram 立体图bochner integral 博赫纳积分body 体body of revolution 旋转体boltzmann constant 玻耳兹曼常数boltzmann equation 玻耳兹曼方程boltzmann statistics 玻耳兹曼统计bolzano weierstrasstheorem 波尔察诺维尔斯特拉斯定理boole function 布尔函数boolean algebra 布尔代数boolean function 布尔函数boolean operation 布尔运算boolean optimization 布尔最优化boolean ring 布尔环boolean vector 布尔向量border 边缘border element 边缘元素border of the domain 域的边缘border set 边缘集bordered matrix 加边矩阵borel exceptional value 波莱尔例外值borel field 波莱尔域borel group 波莱尔群borel lebesgue coveringtheorem 波莱尔勒贝格覆盖定理borel measurable function波莱尔可测函数borel measure 波莱尔测度borel set 波莱尔集borel subgroup 波莱尔子群borel summable series 波莱尔可和级数born approximation 波饵似法bornological dual 有界型对偶bornological set 有界型集bornological space 有界型空间bornological topology 有界型拓扑学bornology 有界型性bott periodicity theorem博特周期性定理bound 界bound decision variable 约束决策变量bound term 约束项bound variable 约束变词boundary 边界;边缘boundary cell 边界胞腔boundary collocation 边界配置boundary condition 边界条件boundary correspondence边界对应boundary curve 边界曲线boundary element method边界元法boundary form 边缘形式boundary homomorphism边缘同态boundary interval 边界区间boundary layer 边界层boundary line 界线boundary method 边界法boundary operator 边缘算子boundary point 边界点boundary simplex 边界单形boundary strip 边界带boundary surface 带边界曲面boundary value 边界值boundary value problem边值问题bounded 有界的bounded above 上有界的bounded above sequence上有界序列bounded below 下有界的bounded below sequence下有界序列bounded chain 有界链bounded closed set 有界闭集bounded domain 有界域bounded existentialquantifier 有界存在量词bounded function 有界函数bounded matrix 有界矩阵bounded minimization 有界最小化bounded operator 有界算子bounded point sequence有界点序列bounded quantification 有界量词限制bounded quantifier 有界量词bounded sequence 有界序列bounded set 有界集合bounded to the downwards下有界的bounded to the upwards上有界的bounded variation 有界变分boundedly convergentseries 有界收敛级数boundedness 有界性bounding manifold 边界廖bounding surface 边界曲面boundless 无限的box 框brace 大括号brachistochrone 最速降线brachistochrone problem 最速降线问题bracket 括号bracket operation 括号运算bragg curve 布喇格曲线braid 辫braid group 辫群branch 分支branch and bound method 分支限界法branch curve 分枝曲线branch cut 分支切割branch divisor 分歧除子branch instruction 分枝指令branch line 分枝线branch of a curve 曲线的分枝branch of function 函数的分枝branch point 分枝点branching 分枝branching process 分枝过程brauer group 布劳韦尔群breadth 幅break point 断点;分割点break point instruction 断点指令breaking stress 破坏应力bridge 分离棱briggs' logarithm 常用对数briggsian logarithm 常用对数broken diagonal 折对角线broken line 折线broken number 分数brouwer fixed pointtheorem 布劳丰尔不动点定理brownian motion 布朗运动brownian movement 布朗运动bruhat decomposition 布鲁阿分解buckling 弯曲budget 顸算buffer 缓冲器bundle 束bundle map 丛映射bundle of coefficients 系数丛bundle of lines 线把bundle of p vectors 向量丛bundle of planes 平面把bundle of rays 线把bundle of spheres 球把bundle space 丛空间bundle structure theorem丛结构定理bus 母线byte 字节数学专业英语词汇2c function c类函数c manifold c廖c mapping c类映射ca set 上解析集calculability 可计算性calculable mapping 可计算映射calculable relation 可计算关系calculate 计算calculating automaton 计算自动机calculating circuit 计算电路calculating element 计算单元calculating machine 计算机calculating punch 穿孔计算机calculating register 计算寄存器calculating unit 计算装置calculation 计算calculation of areas 面积计算calculator 计算机calculus 演算calculus of approximations近似计算calculus of classes 类演算calculus of errors 误差论calculus of finitedifferences 差分法calculus of probability 概率calculus of residues 残数计算calculus of variations 变分法calibration 校准canal 管道canal surface 管道曲面cancel 消去cancellation 消去cancellation law 消去律cancellation property 消去性质cancelling of significantfigures 有效数字消去canonical basis 典范基canonical coordinates 标准坐标canonical correlationcoefficient 典型相关系数canonical decomposition标准分解canonical distribution 典型分布canonical ensemble 正则总体canonical equation 典型方程canonical equation ofmotion 标准运动方程canonical expression 典范式canonical factorization 典范因子分解canonical flabby resolution典型松弛分解canonical form 标准型canonical function 标准函数canonical fundamentalsystem 标准基本系统canonical homomorphism标准同态canonical hyperbolicsystem 典型双曲线系canonical image 标准象canonical mapping 标准映射canonical representation典型表示canonical sequence 标准序列canonical solution 标准解canonical system ofdifferential equations 标准微分方程组canonical variable 典型变量canonical variationalequations 标准变分方程canonical variational problem 标准变分问题cantor curve 康托尔曲线cantor discontinum 康托尔密断统cantorian set theory 经典集论cap 交cap product 卡积capacity 容量card 卡片card punch 卡片穿孔机card reader 卡片读数器cardinal 知的cardinal number 基数cardinal product 基数积cardioid 心脏线carrier 支柱carry 进位carry signal 进位信号cartan decomposition 嘉当分解cartan formula 嘉当公式cartan subalgebra 嘉当子代数cartan subgroup 嘉当子群cartesian coordinate system 笛卡儿坐标系cartesian coordinates 笛卡尔座标cartesian equation 笛卡儿方程cartesian folium 笛卡儿叶形线cartesian product 笛卡儿积cartesian space 笛卡儿空间cartography 制图学cascaded carry 逐位进位casimir operator 卡巫尔算子cassini oval 卡吾卵形线casting out 舍去casting out nines 舍九法catastrophe theory 突变理论categorical judgment 范畴判断categorical proposition 范畴判断categorical syllogism 直言三段论categorical theory 范畴论categoricity 范畴性category 范畴category of groups 群范畴category of modules 模的范畴category of sets 集的范畴category of topologicalspaces 拓扑空间的范畴catenary 悬链线catenary curve 悬链线catenoid 悬链曲面cauchy condensation test柯微项收敛检验法cauchy condition forconvergence 柯握敛条件cauchy criterion 柯握敛判别准则cauchy distribution 柯沃布cauchy filter 柯嗡子cauchy inequality 柯位等式cauchy integral 柯锡分cauchy integral formula 柯锡分公式cauchy kernel 柯嗡cauchy kovalevskayatheorem 柯慰仆吡蟹蛩箍ǘ数学专业英语词汇3d integrable d可积d integral d积分d'alembert principle 达朗贝尔原理d'alembert ratio test 达朗贝尔比例试验法d'alembert solution 达朗贝尔解d'alembertian 达朗伯符;达郎贝尔算子damped harmonicoscillation 阻尼谐振动damped oscillation 阻尼振动damped vibration 阻尼振动damping 阻尼damping factor 阻尼因子dantzig van de pannemethod 但泽范德潘方法darboux tangent 达布切线darboux theorem 达布定理data 数据data processing 数据处理data storage 数据存储器data storage register 数据存储寄存器death process 死亡过程death rate 死亡率debugging 堤序deca 十decade 十个decade scaler 十进制计数器decagon 十边形decahedron 十面体decameter 十米decay curve 衰变曲线deci 分decidability 可判定性decile 十分位数decimal 十进位的decimal arithmetic 十进算术decimal binary conversion十二进制变换decimal digit 十进制数字decimal expansion 十进制展开decimal fraction 十进小数decimal notation 十进制记数法decimal number 十进小数decimal number system 十进制decimal of many places 多位十进小数decimal part 小数部分decimal place 小数位decimal point 小数点decimal representation 十进制记数法decimal system 十进制decimal to binaryconversion 十二进制变换decimetre 分米decision 判定decision domain 决策域decision function 判定函数decision problem 判定问题decision procedure 判定过程decision space 判定空间decision theory 决策论decision variable 决策变量decision vector 决策向量decisive 决定的declination 倾斜decoder 译码器decomposability 可分解性decomposable form 可分解形式decomposable matrix 可分解矩阵decomposable operator 可分解算子decompose 分解decomposition 分解decomposition field 分解域decomposition formula 分解公式decomposition group 分解群decomposition in a direct sum 直和分解decomposition into linear factors 线性因子分解decomposition into partial fractions 部分分数分解decomposition operator 分解算子decomposition principle 分解原理decomposition theorem 分解定理decrease 减少decreasing function 递减函数decrement 减量dedekind axiom 绰金公理dedekind completion 绰金完备化dedekind cut 绰金切断dedekind domain 绰金环dedekind ring 绰金环dedekind set 绰金集dedekind sum 绰金和deduce 演绎deducibility 可推断deduction 演绎法deductive method 演绎法deductive proof 演绎证明defect 靠defect indices 扛数defect of operators 算子的靠defect of spline 样条的筐defect relation 控系defect subspaces 坑空间defective number 靠defective value 康deferent 圆心轨迹deficiency 靠deficiency index 扛标deficient number 靠definability 可定义性definable 可定义的define 定义definiendum 被定义者definiens 定义者defining contrast 定义对比defining equation 定义方程defining field 定义域defining relations 定义关系definite 定的definite divergence 定发散definite integral 定积分definiteness 梅性definition by induction 用归纳法定义definition by transfiniteinduction 依超限归纳法的定义deflation 降阶deform 使变形deformable 可变形的deformation 变形deformation ratio 形变比率deformation retract 形变收缩核deformation retraction 形变收缩degeneracy 退化degeneracy operator 退化算子degenerate 退化degenerate case 退化情况degenerate core 简并核degenerate distribution 退化分布degenerate eigenvalue 退化本盏degenerate extreme point退化极值点degenerate kernel 退化核degenerate parabolicequation 退化抛物型方程degenerate polyhedron 退化多面体degenerate set 退化集degenerate simplex 退化单形degeneration 退化degree 次数degree of a polynomial 多项式的次数degree of a representation表示度degree of accuracy 精确度degree of an equation 方程式的次数degree of approximation近似度degree of freedom 自由度degree of inseparability 不可分次数degree of mapping 映射度degree of stability 稳定度degree of symmetry 对称度del 倒三角形del operator 倒三角形delay 延迟delay equation 延滞方程delay line store 延迟线存储器delay time 延迟时间delete 删去deleted neighborhood 去心邻域deletion 删除delocalization 非局部化delta function 狄垃克函数deltoid 形曲线demarcation 划分界线demi continuous 半连续的demonstrate 证明论证demonstration 证明denominate number 庚denomination 名称denominator 分母denote 指示dense 稠密的dense in itself 自密的dense in itself set 自密集dense set 稠集dense subset 稠子集denseness 稠密性denseness of set 集的密度densimetry 密度测定density 密度density distribution 密度分布density function 密度函数density matrix 密度矩阵density of distribution 分布密度density of simultaneousdistribution 联合分布密度density theorem 密度定理denumerability 可数性denumerable 可数的denumerable set 可数集denumeration 计算depend 依赖dependence 相关dependent 相关的dependent equations 相关方程组dependent variable 应变数dependent variate 应变量depression 降低depth line 深度线derivability 可微性derivable 可微的derivate 导出数derivation 微分derivative 导数derivative of a distribution 分布导数derivative of a vector 向量导数derivative of higher order 高阶导数derivative of n th order n 阶导数derive 导出derived algebra 导出代数derived equation 导出方程derived function 导数derived functor 导函子derived graph 导出图derived rule of inference 推理的导出规则derived series 导出列derived set 推导集derived unit 导出单位derogatory matrix 减次阵descartes rule of signs 笛卡儿正负号规则descending central series降中心列descending chain 降链descending chain condition降链条件descending difference 前向差分descending induction 递减归纳descending order 递减次序descending power series递减幂级数descent 下降descent method 下降法description 描述description operator 摹状算子descriptive form 描述形式descriptive function 描述形式descriptive geometry 画法几何descriptive set theory 描述集论descriptive statistics 描述统计学design 计划design of experiments 实验设计detached coefficients 分离系数determinant 行列式determinant of infiniteorder 无限行列式determinant of thecoefficients 系数行列式determinant of thecoefficients of a linear form 线性形式的系数行列式determinantal divisor 行列式因子determinantal equation 行列式方程determinate 一定的determinate automaton 确定性自动机determinate system 确定组determine 决定出determined system 确定组determining equation 决定方程determining factor 决定因素deterministic digital system确定性数字系统deterministic optimization确定性最优化deterministic process 确定过程deterministic programming确定性最优化develop 展开developability 可展性developable 可展的developable function 可展函数developable surface 可展曲面development 展开development in powerseries 幂级数展开deviate 偏离deviation 偏差deviation from the mean平均偏差diadic system 二进制数系diagnostic routine 诊断程序diagonal 对角线diagonal continued fraction对角连分数diagonal dominancy 对角优势diagonal element 对角元素diagonal form 对角型diagonal map 对角映射diagonal matrix 对角阵diagonal method 对角线法diagonal morphism 对角射diagonal of a determinant行列式的对角线diagonal of the face 面对角线diagonal point 对边点diagonal procedure 对角线法diagonal process 对角线法diagonal sequence 对角序列diagonal sum 矩阵的迹diagonal sum rule 对角求和规则diagonalizable matrix 可对角化矩阵diagonalization 对角线化diagonalize 对角化diagonally dominantmatrix 对角占优矩阵diagram 图表diagram scheme 图解概型diameter 直径diameter of a circle 圆的直径diametric plane 径面diamond shaped 菱形的dichotomy 二分法diffeomorphic mapping 微分同胚映射diffeomorphism 微分同胚映射difference 差difference boundary valueproblem 差分边值问题difference differentialequation 差分微分方程difference equation 差分方程difference group 差群difference method 差分法difference operator 差分算子difference product 差积difference quotient 均差difference schema 差分格式difference sequence 差数序列difference set 差集difference table 差分表different 共轭差积differentiability 可微性differentiable 可微的differentiable function 可微函数differentiable manifold of class c c类微分廖differential 微分differential algebra 微分代数differential analyzer 微分分析仪differential and integral calculus 微积分differential calculus 微分学differential circuit 微分电路differential coefficient 微分系数differential cross section微分截面differential curve 微分曲线differential differenceequation 差分微分方程differential equation 微分方程differential equation withdelayed argument 延滞方程differential equation withdeviating argument 偏差自变数微分方程differential equation withlag 滞后微分方程differential equation withseparated variables 分离变数型微分方程differential expression 微分式differential form 微分形式differential form of the firstkind 第一种微分形式differential game 微分对策differential geometry 微分几何学differential ideal 微分理想differential method 微分法differential of arc 微弧differential operator 微分算子differential parameter 微分参数differential quotient 微分系数differential ring 微分环differential scattering 微分散射截面differential topology 微分拓扑differentiate 微分differentiating circuit 微分电路differentiation 微分differentiation of a function函数的微分法differentiation of implicitfunction 隐函数微分法differentiation operator 微分算子differentiation symbol 微分记号differentiation term byterm 逐项微分differentiation theorem 微分定理differentiator 微分器diffraction 衍射diffraction angle 衍射角diffraction curve 衍射曲线diffraction disc 绕射盘diffusion 扩散diffusion coefficient 扩散系数diffusion constant 扩散常数diffusion equation 扩散方程diffusion process 扩散过程digamma function 双函数digit 数字digital 数字的digital computer 数字计算机digital control 数字控制digital differential analyzer数字微分分析仪digital recorder 数字式自动记录器digital simulation 数据模拟digitize 计数化dihedral angle 二面角dihedral group 二面体群dihedron 二面体dilatation 单项变换dilated maximum principle扩张极大值原理dilemma 二难推论dimension 量纲dimension theorem 维数定理dimension theory 维数论dimensional 量纲的dimensional analysis 维量分析dimensional equation 量纲方程dimensionality 量纲dimensionless 无量纲的dimensionless quantity 无因次量dimer 二聚物dimetric 二维的diophantine analysis 丢番图分析diophantine equation 丢番图方程diplohedron 扁方二十四面体dirac delta distribution 狄垃克函数dirac equation 狄拉克方程dirac measure 狄拉克测度direct 直接的direct analytic continuation直接解析开拓direct correspondence 直接对应direct decomposition 直分解direct factor 直积因子direct image 直接象direct limit 归纳极限direct method 直接法direct numerical method直接数值法direct predecessor 直前仟direct product 直积direct successor 紧接后元direct sum 直和direct system 归纳系direct union 直并directed circuit 有向回路directed distance 有向距离directed edge sequence 有向棱序列directed graph 有向图directed group 有向群directed line 有向元directed line segment 有向线段directed path 有向通路directed quantity 有向量directed set 有向集directed system 有向系directing curve 有向曲线direction 方向direction angle 方向角direction cosine 方向余弦direction field 方向场direction of principal axis 轴方向direction of principal curvature 助率方向direction parameter 方向参数directional 定向的directional derivative 方向导数directional differentiation 方向微分法directional field 方向场directivity 方向性directly proportional 直接比例的directoin search program方向检颂序director circle 准圆director cone 准锥面director plane 准平面directrix 准线directrix of a conic 二次曲线的准线dirichlet boundarycondition 狄利克雷边界条件dirichlet conditions 狄利克雷条件dirichlet distribution 狄利克雷分布dirichlet domain 狄利克雷域dirichlet drawer principle狄利克雷抽屉原理dirichlet function 狄利克雷函数dirichlet integral 狄利克雷积分dirichlet principle 狄利克雷原理dirichlet problem 狄利克雷问题dirichlet product 狄利克雷乘积dirichlet series 狄利克雷级数dirichlet space 狄利克雷空间dirichlet theorem 狄利克雷定理disagreement 不符合disappearance 消失disassembly 拆卸disc 圆盘disconnected space 不连通空间discontinuity 不连续discontinuity interval 不连续区间discontinuity on the left 左方不连续性discontinuity on the right右方不连续性discontinuous function 不连续函数discontinuous group 不连续群discontinuous randomvariable 不连续变量discontinuous set 不连续集discontinuous term 不连续项discontinuous variate 不连续变量discontinuum 密断统discount 折扣discount factor 折扣因子discrete 分立的discrete category 离散范畴discrete continuous system离散连续系统discrete distribution 离散分布discrete distributionfunction 离散分布函数discrete flow 离散流discrete fourier transform离散傅里叶变换discrete group 离散群discrete mathematics 离散数学discrete optimization 离散最佳化discrete optimizationproblem 离散最优化问题discrete problem 离散问题discrete process 离散随机过程discrete programming 离散规划discrete random variable离散随机变量discrete series 离散序列discrete set 离散集discrete spectrum 离散谱discrete state 离散状态discrete system 离散系统discrete time 离散时间discrete topological space离散拓扑空间discrete topology 离散拓扑discrete uniformdistribution 离散均匀分布discrete valuation 离散赋值discreteness 离散性discretization 离散化discretization error 离散化误差discrimator 判别式函数discriminant 判别式discriminant analysis 判别分析discriminant function 判别式函数discriminant of apolynomial 多项式的判别式discriminatory analysis 判别分析disjoint elements 不相交元素disjoint relations 不相交关系disjoint sets 不相交集disjoint sum 不相交并集disjoint union 不相交并集disjointed set 不相交集disjunction 析取disjunction sign 析取记号disjunction symbol 析取记号disjunctive normal form析取范式disjunctive proposition 选言命题disk 圆盘disorder 无秩序disorder order transformation 无序有序变化dispersion 方差dispersion matrix 方差矩阵dispersion relations 分散关系dispersive 扩散的displacement 位移displacement operator 位移算符display statusconcomitant 相伴式disposition 配置disproportion 不相称disproportionate 不成比例的dissection 剖分dissimilar terms 不同类项dissipation 散逸dissipation of energy 消能dissipative function 散逸函数dissipative measurable transformation 散逸可测变换dissipative system 耗散系dissociation 解离dissociation constant 分离常数distance axioms 距离公理distance between twopoints 两点间距distance circle 距离圆distance function 距离函数distance matrix 距离矩阵distance meter 测距仪distance point 距离点distinction 差别distinguish 辨别distinguished polynomial特异多项式distortion 畸变distortion angle 畸变角distortion theorem 畸变定理distortionless 无畸变的distributed constant 分布常数distributed parameter 分布参数distribution 分布distribution coefficient 分布系数distribution curve 分布曲线distribution family 分布族distribution function 分布函数distribution law 分布律distribution of primenumbers 素数分布distribution parameter 分布参数distribution ratio 分布系数distribution rule 分布规则distribution space 广义函数空间distribution with negativeskewness 负偏斜分布distribution with positiveskewness 正偏斜分布distributionfree test 无分布检验distributive 分配的distributive lattice 分配格distributive law 分配律distributivity 分配性disturbance 扰动disturbing function 扰动函数diverge 发散divergence 发散divergence of a series 级数发散divergence of tensor field张量场的散度divergence of vector field向量场的散度divergent sequence 发散序列divergent series 发散级数divide 除divided difference 均差dividend 被除数divider compasses 除法器两脚规dividers 除法器两脚规divisibility 可除性divisible 可除的divisible element 可除元素division 除法;划分division algebra 可除代数division algorithm 辗转相除法division of a line segment线段的分割division ring 可除环division transformation 有剩余的除法division with remainder 有剩余的除法divisor 因divisor class 除子类divisor function 除数函数divisor problem 除数问题documentation 文件编制documentation of program程序文档dodecagon 十二边形dodecagonal 十二边形的dodecahedral number 十二面体数dodecahedron 十二面体dog curve 追踪曲线domain 定义域domain of attraction 吸引范围domain of convergence 收敛域domain of definition 定义域domain of dependence 依赖域domain of existence 存在域domain of integration 积分区域domain of integrity 整环domain of meromorphy 亚纯域domain of regularity 正则域domain of transitivity 可递域domain of unsolvability 不可解域domain of variability 定义域dominant 帜dominant strategy 优策略dominant weight 最高权dominate 支配dominated convergence 控制收敛dominating set 控制集domination 支配domination principle 优势原理domino problem 多米诺问题dot 点dot chart 点图表。

小学上册第十五次英语第6单元自测题[含答案]

小学上册第十五次英语第6单元自测题[含答案]

小学上册英语第6单元自测题[含答案]英语试题一、综合题(本题有100小题,每小题1分,共100分.每小题不选、错误,均不给分)1.The _______ of light can be affected by the angle at which it strikes a surface.2.What is the main ingredient in pancakes?A. FlourB. RiceC. CornD. Sugar3. A ____(community initiative) promotes collective action.4.The chemical symbol for iridium is ______.5.Which color is a stop sign?A. RedB. GreenC. YellowD. Blue答案:A6.Sedimentary rocks are often found in ______, where they were deposited over time.7.What do you call the force that opposes motion?A. GravityB. FrictionC. MagnetismD. Inertia答案:B8.The concept of ecological sustainability promotes practices that support ______ health.9.Did you ever catch a _______ (小蝌蚪)?10.What do you call a young female deer?A. FawnB. CalfC. KidD. Lamb答案:A11.The chemical symbol for nitrogen is _____.12.The frog jumps into the ______ (pond).13.The rabbit loves to dig _______ (洞) for fun.14.What do you call a cloud that brings rain?A. CumulusB. StratusC. NimbusD. Cirrus答案:C15.The butterfly lands on a _____ flower.16.I can __________ very well.17.What do you call a person who cooks food?A. BakerB. ChefC. CookD. All of the above答案:D18.What is the name for a star that suddenly increases in brightness?A. NovaB. SupernovaC. PulsarD. Variable Star19.I have a _____ of bubble gum. (piece)20.My favorite animal is a ______ (兔子) for its cuteness.21.The __________ (文化差异) can enrich social interactions.22.In winter, some plants lose their ______ (叶子).23.What do we call the extremely dense remnants of massive stars?A. Neutron StarsB. Black HolesC. White DwarfsD. Red Giants24.What is the name of the famous American holiday celebrated on the fourth Thursday in November?A. ChristmasB. ThanksgivingC. New Year's DayD. Independence Day答案:B25.The _______ of an object can be changed by applying force.26.On weekends, I often go _______ (购物) with my family.27.Canal connects the Mediterranean Sea with the ________ (红海). The Suez28.My sister loves to ________.29.What do we call the art of cooking?A. PaintingB. BakingC. CuisineD. Literacy30. A goat's bleat can sound very ________________ (有趣).31.My uncle is very _______ (形容词) about his job. 他总是 _______ (动词).32.An animal that can live in water and on land is an ______.33.What do you call a person who studies plants?A. BiologistB. BotanistC. ChemistD. Astronomer答案:B34.Matter can exist in three states: solid, liquid, and ______.35.The horse runs very ______.36.What is 5 + 3?A. 6B. 7C. 8D. 937.The zebra has black and white ______ (条纹).38.The ________ (goal) is to inspire change.39.The ____ is a small creature that loves to hop around.40.The stars are ___ (fading/shining) brightly.41.What is the name of the famous scientist who developed the theory of relativity?A. Isaac NewtonB. Albert EinsteinC. Galileo GalileiD. Stephen Hawking答案:B42.My sister has a collection of ____ (postcards).43.We enjoy ______ (cooking) together.44.The chemical formula for calcium carbonate is _____.45. A pure substance has a fixed _______ and composition.46.They are _____ (playing) outside.47.The main role of DNA is to store _____ information.48.The chemical formula for sodium sulfate is ______.49.We enjoy _____ (hiking/camping) in the mountains.50.The __________ (历史的参与感) strengthens community ties.51.How many legs does a dog have?A. FourB. SixC. EightD. Ten52.The artist, ______ (艺术家), creates sculptures from clay.53.What do you call a group of ants?A. ColonyB. FlockC. SwarmD. Pack54.I like to plant ______ in my garden.55.What do you call a person who studies plants?A. ZoologistB. BotanistC. GeologistD. Chemist答案:B56. A ______ has a pouch for carrying its baby.57.What is the main language spoken in Spain?A. SpanishB. FrenchC. PortugueseD. Italian答案:A58.I enjoy making art with my toy ____. (玩具名称)59.How many days are there in a week?A. 5B. 6C. 7D. 8答案:C60.The _______ is essential for the ecosystem's balance.61.What do plants need to grow?A. WaterB. CandyC. ToysD. Music答案:A Water62.What do you call the event where people come together to celebrate a milestone?A. CelebrationB. PartyC. GatheringD. Reunion答案:A63.The chemical symbol for rubidium is ______.64.What is the opposite of ‘full’?A. EmptyB. PackedC. CompleteD. Whole65.The main gas produced during combustion is __________.66.The chemical formula for ammonium nitrate is __________.67.The process of fermentation can produce __________ and carbon dioxide.68.What do bees produce?A. MilkB. HoneyC. BreadD. Eggs69.What do we call the study of human societies and cultures?A. AnthropologyB. SociologyC. PsychologyD. Geography答案:A70.The _____ (mango) is ripe.71. A _____ (温室) can help plants grow all year round.72.What do you call a baby dog?A. KittenB. PuppyC. CubD. Chick73.The ________ (生态系统服务功能) supports life.74.The __________ (历史的研究方法) shapes conclusions.75.The period in which an element is found indicates its number of ______.76.What do you call the practice of keeping bees?A. HorticultureB. ApicultureC. SericultureD. Aquaculture答案:B77.What do you call the process of making bread rise?A. FermentationB. ProofingC. KneadingD. Mixing78.The chemical symbol for osmium is _______.79.The butterfly landed on a ______.80.My sister has a passion for __________ (运动).81.The process of mixing different substances is called ______.82.I like to ________ (reflect) on my experiences.83.My pet ___ (小仓鼠) sleeps in its cozy bed.84.We are going to ______ (camp) in the woods.85. A substance that donates protons in a reaction is called a ______.86. A _______ (兔子) can be a great pet.87.The chemical formula for sodium sulfate is _______.88.The ice cream is _____ melting. (slowly)89.My ___ (小兔子) loves to eat fresh greens.90.What is the capital city of the USA?A. New YorkB. WashingtonC. Los AngelesD. Chicago答案:B91.The ancient Greeks established the idea of ________ democracy.92.The capital of Saudi Arabia is _____.93.My sister enjoys __________ (阅读) about different cultures.94.I love going to amusement parks. My favorite ride is __________.95.I see a ___ (train/bus) at the station.96.I have a special ______ (笔) that changes color when I write.97.My bird's _______ (羽毛) are very soft.98.What do we call the study of the distribution and movement of populations?A. DemographyB. SociologyC. AnthropologyD. Geography答案:A99.The chemical formula for silica is _______.100.What do we call a person who repairs things?A. ArtistB. MechanicC. TeacherD. Doctor。

缩编的石油工程英语

缩编的石油工程英语

缩减的石油工程英语一、常用词:钻头:drill bit刮刀钻头:drag bit [dræg]拖牙轮钻头:rock bit金刚石钻头:diamond bit [daiのmのnd]钻石喷射钻头:jet bit钻铤:drill collar 简DC衣领:collar钻杆:drill pipe 简DP钻井队:drilling crew,drilling team钻机:drill rig井眼:hole井眼bore hole [bÖ]井眼尺寸:hole size,well size井眼环空:annulus space [ænjulのs]环面压力调节器:pressure regulator[regjuleitの]调整器油井:oil well试井,油井测试:well test井下:down-hole井下作业:down-hole operation钻井:drilling技术规范,技术指标,技术性能:specification[spesifikei∫のn] 应力:stress [stress]压力:pressure应力点:stress point压力等级:pressure grade [greid]等级压力降:pressure drop压力梯度:pressure gradient回压:back pressure大气压:atmosphere[ætmのsfiの]压差:differential pressure静液柱压力:static fluid cloumn pressure特征:characteristic,feature负荷:load [loud]扭矩:torque [tÖk]扭转:twist摩擦:friction钻压:WOB,weight on bit,weight,drilling weight钻速:ROP,rate of penetration,driiling rate,the rate of drilling 平均机械钻速:average ROP钻井周期:drilling period转速:rotary speed参数计算:parameters calculation几何参数:geometric parameters参数分析:parameter analysis动态参数:dynamic data静态参数:static data注水参数:parameters of injection参数、变量:variables井距:well space垂直深度:vertical depth水平位移:horizontal deviation总深度:total depth垂直深度:vertical depth二、.石油作业现场普通工具板手:wrench螺丝起子:screwdriver多角螺丝起子:Phlilips screwdriver活动板手:monkey wrench,adjustable wrench 钳子:pliers [plaiのz]手斧:hatchet钩子:hook台钳:bench vice榔头:hammer木锤:mallet [mælit]搬手:spanner锯子:saw电动手锯:jigsaw电锯:power saw钢锯:hacksaw硬尺:rule软尺:tape measure砂纸:sandpaper油漆:paint油漆刷:paintbrush绝缘胶布:electrical tape电线:wire插头:plug电插座:outlet开关:switch螺栓:bolt螺帽:nut钉子:nail电钻:electric drill钻头:bit工作台:workbench工具箱:toolbox胶水:glue胶棒:glue bar管钳:pipe tongs,pipe spanner,wrench链钳:chain tongs,chain spannerchain wrench 护丝:thread protector,screw protector手轮:hand wheel阀门搬手:valve wrench,valve spanner联接法兰:coupling flange安全带:safety belt:安全帽:safety cap:工作靴:working boots:千斤顶:jack吊车:crane拖拉机:tractor推土机:dozer刮刀:scraper三、石油作业现场专用工具接头:sub配合接头:X-over ,cross-over提升短接:lifting sub , lifting nipple elevator卡瓦:slip母锥:box bell公锥:taper tap短节:joint柔性短节:flex joint井口:wellhead螺旋钻铤:spiral collar [spaiのrのl]方钻杆:kelly钻杆架:pipe rack材料房:warehouse绳卡:guy anchor润滑器:lubricator维护保养:maintenance内钳:lead tong外钳:back-up tong液压大钳:hydraulic tong兜绳:mule line四通阀:four-way valve软管:hose球伐:ball valve,globe valve闸板阀:ram valve,gate valve增压泵:booster pump换配件:fittings change灌注泵:charge pump四、钻井设备部分1.井架:Derrick塔形井架:derrickA形井架:cantilever mast ,mast-A 桅杆:mast底座大梁:sill架,台:rack架工操作台:monkey-board2. 游动系统:Traveling System天车:crown block天车梁:crown block beam游动滑车:traveling block钻井大绳:drilling line,wire line金属线,电线:wire,line钢丝绳,测井电缆:wire line钢丝绳股:strand截断:cutoff滑车,滑轮,皮带轮:pulley吊耳:eye plate3.大钩与水龙头:Hook and Swivel顶驱:top drive大钩:hook大钩弹簧:hook spring大钩销子:hook pin大钩环:hook ring大钩锁紧装置:hook locking device大钩悬挂高度:hook height水龙头:swivel鹅颈管:gooseneck冲管:wash pipe水龙头盘根:swivel packing钻井水龙带:drilling hose,rotary hose,kelly hose 立管:stand pipe高压管线:high pressure line低压管线:low pressure line放压管线:relief line储气筒:gas holder,air holder4.转盘:Rotary Table转盘方瓦:master bushing方补心:kelly drive bushing方孔:square opening小鼠洞:mouse hole大鼠洞:rat hole(井架大门处)坡板:ramp5.绞车:Drawworks ,Hoist液压绞车:hydraulically-powered winch 气动绞车:air operated hoist绞车:hoist,windlass,drawworks滚筒,线轴,卷轴:reel ,pool,drum 滚筒高速气离合器:drum high air clutch 滚筒低速气离合器:drum low air clutch 锚头:cathead液压猫头:hydraulic catwork上扣猫头:make up cathead卸扣猫头:make out cathead牙嵌离合器:jaw clutch应急牙嵌离合器:emergency jaw clutch 涡磁刹车:eddy current brake猫头轴:cathead shaft猫头绳:cathead line猫头绳爪:cat line grip死绳:dead line死绳固定器:dead line anchor死绳固定器膜片:dead line diaphragm 上扣:spin up,screw on卸扣,卸开:break out,screw off上紧,固定:tighten松开,松扣:loosen加载:load卸载:unload拧紧:screw拧松:unscrew刹车:brake刹车总成:brake assembly刹车轴:brake axle ,brake shaft刹车带:brake band刹车片:brake band lining刹车杆:brake bar闸瓦:brake block刹把:brake crank ,brake bar刹车鼓:brake drum离合器:clutch液压油箱:hydraulic reservoir液动试压泵:hydraulic test pump液压大钳:hydraulic tong倒档齿轮:reverse gear泥浆泵:mud pump,drilling pump,slush pump 活塞:piston活塞杆:piston rod活塞皮碗:piston cup缸套:liner,pump liner凡尔体:valve body凡尔座:valve cup阀弹簧:valve spring阀杆:valve lever阀面:valve face阀帽:valve bonnet泥浆泵安全阀:mud relief valve排出阀:discharge valve吸入阀:suction valve潜水泵:submersible pump阀门:valve阀盖:valve cap阀座:valve seat回压阀:back pressure valve单向阀:check valve,single-pass valve安全阀:safety valve手动阀:manual valve液动阀:hydraulic valve冷缸:cold cylinder拉杆:tie rod,tension bar上水头:intake,suction end排出口:discharge spout高压管:high pressure pipe压力表:pressure gauge冲数:strokes排量:displacement,discharge capacity,flow rate80冲(次) :80 (eighty) strokes防喷盒:stuffing box钻台:drilling floor,derrick floor,rig floor 钻井记录:drilling record司钻监视器:driller's monitor司钻控制台:driller's console指重表:weight indicator转盘:rotary table卡瓦:slip吊卡:latching elevator底座:substructure井队活动房:bunkhouse钻台上值班房:doghouse立根盒:setback(place)立根盒容量:setback capacity井控设备:well-control device五、井控操作与防喷器额定压力pressure rating, rate pressure, rated pressure 工作压力work pressure万能防喷器:versatile blowout preventer,bag type BOP单闸板防喷器:single ram preventer双闸板防喷器:double ram preventer(防喷器)闸板:pipe ram全封式防喷器:blind ram蓄能器:energy accmulator压井管线:kill line入口:inlet出口:outlet演习:drill消防演习:fire drill防喷演习:BOP drill防喷器组BOP stack下钻tripping in起钻tripping out压井操作killing operation泄压bleed off带刻度压力表calibrated pressure gauges带刻度容(体)积表calibrated volume gauge套管鞋casing shoe实际垂直深度TVD井内钻具结构BHA泵冲数SPM钻杆DP压井关线kill line分流器diverter分流关线diverter line管汇manifold节流阀choke旁通阀standby choke井漏lost returns, lost circulation环空砂桥堵annular bridging远控节流控制台remote choke panel环形防喷器annular preventer封隔部分packing element液压操作试验hydraulic operator test封钻杆防喷器pipe ram preventer全闸板防喷器blind ram变芯闸板防喷器variable bore ram剪切闸板防喷器blind shear ram单闸板single ram双闸板double ram三闸板triple ram旋转头rotating head井口四通侧接口side outlet of spool橡胶密封元件rubber packing element 地面防喷器surface BOP水下防喷器sub sea BOP2次密封腔(室) secondary chamber顶部密封top seal闸板块ram block前部密封front seal, front packer底部刀刃lower blade block上部刀刃upper blade block侧密封side packer闸板密封总成ram block assembly紧急情况下封隔密封emergency plastic packing seal 2次密封secondary seal楔形原理锁紧wedge lock液压锁紧poslock自动锁紧auto-lock万能防喷器hydril密封快block seals蓄能器accumulator bottles防喷器控制部分BOP control unit控制阀manipulators valves蓄能器工作液usable fluid方钻杆旋塞Kelly cock安全阀Safety valve内防喷器Inside BOP投入式单流阀Drop in check valve钻头单流阀Bit float气体分离器Mud gas separator真空除气器Vacuum degasser泥浆池液面纪录仪Pit volume recorder泥浆流动传感仪mud flow sensor密封圈ring gaskets连接件connections手动节流阀manual choke分配器distribution block缓冲罐buffer tank远程节流阀remote choke井口四通drilling spool液压控制阀HCR液压控制阀HCR valve压力调节阀Pressure regulating valve操作控制管汇Operating manifold旁通阀By pass valve换向阀Selector valve井控辅助设备Auxiliary well control equipment 泥浆流量传感器Mud flow sensor地脚螺栓连接Studded connection法兰连接Flange connection箍盘连接Hub connection六、钻具方钻杆:kelly方钻杆旋转短节:kelly spinner方钻杆考克(旋塞):kelly cock接头:sub钻头接头:bit sub钻具:dirll stem ,drilling string钻杆:drill pipe管子:tube,pipe钻具组合:drilling assembly扶正器:stabilizer,centering guide翼状扶正器:wing stabilizer扩眼器:reamer钻铤:drill collar无磁钻铤:non-magnetic collar加重钻杆:heavy weight drill pipe近钻头扶正器:near-bit stabilizer绕性接头:flexible joint震击器:jar减震器:shock absorber螺旋钻铤:spiral drill collar键槽破坏器:key seat reamer安全接头:safety joint钻杆刮泥器:drill pipe wiper配合接头:crossover sub减震器:shock sub井下钻具组合:BHA=bottom hole assembly 泥浆动力钻具:mud motor管线:tubeline钻柱:drill string涡轮:turbine涡轮钻具:turbo-drill stem斜度:taper,slope塔式钻具:tapered drill stem接头:a joint,sub管接头:a joint of pipe立根:stand,a stand,thribble加厚:upset内加厚:internal upset外加厚:external upset内外加厚:internal-external upset丝扣:thread母扣:box公扣:pin左旋螺纹:left-hand thread右旋螺纹:right-hand thread正规接头:regular joint贯眼接头:full hole joint内平接头:internal flush joint护丝:thread protector丝扣油:thread dope,thread oil打捞篮:junk basket打捞工具:fishing tool打捞管柱:fishing string打捞公锥:fishing nipple打捞颈:fishing neck打捞头:fishing head打捞作业:fishing operation打捞母锥:fishing socket牙轮打捞器:cone fisher倒扣工具:reversing tool卡瓦打捞筒:slip socket铣鞋:milling shoe铣具:milling tool平底铣鞋:flat bottom mill磁力打捞工具:magnetic fishing tool 套管打捞矛:casing spear打捞矛:fishing spear打捞钩:fish hook套管打捞筒:casing bowl动力扳手:power wrench动力大钳:power tong大钳活动牙块:hinged jaw大钳锁销:latch大钳悬臂:suspension unit气动工具:pneumatic tool打捞震击器:fishing jars打捞缓冲器:fishing bumper sub打捞环:die collar打捞筒:overshot打捞短节:junk sub卡瓦:slips刮井器:scatcher刮眼器,扩井器:wiper油位检查丝堵:oil lever check plug油位:oil lever油尺:oil-lever dipstick加油孔:lubrication hole盘根盒:stuffing box井筒工具:well bore tool配套工具:matching tools滚轮扶正器:idler wheel centralizer减摩短节:friction reduction sub轴线加压:hydraulic thruster扶正器:centralizer防脱器、装置:anti-slip device减摩扭矩接箍:torque-reduction sub,减扭接头:torque reduction sub轴向水力加压工具:hydraulic thruster,下套管漂浮接箍:casing floating coupling 轴向加压器:hydraulic thruster顶部驱动器:top drive吊环:bail吊卡:elevator安全卡瓦:safety slips接头:sub adapter短节:sub,substitute井下震击器:downhole (bumper) jar,down well shaker 打捞工具:fishing tool三片卡瓦:three slips,three pieces补芯:bushing方补芯:kelly drive bushings转盘补芯(大方瓦):rotary drive bushings转盘刹车:rotary brake丝扣油:thread lubricant oil刹把:brake crank,brake bar,brake lever脚踏开关:pedal switch挂挡:put into gear拉锚头:pulling cathead内钳:back-up tongs外钳:lead tongs气动大钳:pneumatic tongs液压大钳:hydraulic tongs机械手:mechanical arm铁钻工:machine hand司钻房:driller room有故障:It has broken down,It has something wrong 已修好:The breakdown has been fixed马上去:Go there at once请下去:Please go down请上来:Please come up躲开,危险:Get out,danger.请翻译来:Ask (the) interpretor to come here,冲洗:flushing井口:well-head(wellhead)井下落物:fish一根钻杆(单根):single (pipe)三根钻杆组合(立根):thribble甩单根:breaking down接单根:make a connection气动绞车:pneumatic drawworks吊蓝:basket卡子:clamp绳套:rope sling松开:loosening紧固:tightening挪开:move it off换班:change shift保养设备:to maintain equipments钻井日志:boring journal,boring log油管悬挂器:tubing hanger喇叭口:bell mouth,flare opening贮能器:accumulater液压阀:hydraulic valve液压管:hydraulic hose阻流管:chock line井控管汇:well control manifold泄压阀:pressure relief valve调压针阀:pressure regulating needle valve回压阀:backpressure valve井口螺丝:the bolt of wellhead井口绞车:well head drawworks水刹车:water brake,hydraulic brake 电缆:(electric) cable井口压力:wellhead pressure隔水导管:conductor riser七、钻井液设备离心泵:centrifugal pump振动筛:shale shaker,shaker,shaker screen筛出:shake out筛布:screen cloth灌注泵:charge pump混合泵:mixing pump混合漏斗:mixing hopper循环池:active tank泥浆计量罐:trip-tank搅拌器:stirrer,mud agitator ,mixter 脱气器:degasser除沙器:desander除泥器:desilter泥浆舱:mud deck泥浆抢:mud gun漏斗:hopper泥浆管线:mud line鹅颈管:goose-neck岩屑,钻屑:cuttings泥浆罐,池:mud tank,mud pit沉淀:settle,settling沉积物:deposit沉淀罐:settle tank,settle pit吸入:suction吸入罐:suction pit泥浆天平:mud balance盖子:lid,cape覆盖物,罩:cover游码:slide weight支点:fulcrum刀口:edge硬粒,钢砂:shot调整,校正:adjust导管:conductor pipe套管直径:casing diameter套管:casing表层套管:surface casing技术套管:intermediate casing油层套管:production casing ,oil string 套管丝扣:casing thread套管鞋:casing shoe套管引鞋:casing shoe guide套管钳:casing tongs套管接箍:casing coupling套管头:casing head套管法兰:casing flange套管母扣护丝:casing screw head套管公扣护丝:casing screw protector下套管:casing running直形滚轮扶正器:straight idler wheel casing centralizer 螺旋滚轮扶正器:spiral idler wheel casing centralizer 八、动力与传动柴油机:diesel发电机:generator电动机:motor动力供给装置:power supply unit.交流电:alternating current,A.C.变压器:transformer传动轴:driveing shaft从动轴:driven shaft空调机:air condition空气压缩机:air compressor应急发电机组:emergency generator钻井水泵:drill water pump消防水泵:fire pump燃油泵:fuel pump泥浆循环泵:mud cycle pump配电间:distrubution room法兰,凸缘:flang千斤顶,起重器:jack柴油:dieseln oil机油:machine oil煤油:kerosene汽油:gas oil润滑油脂:grease燃料油:fuel oil石油润滑油:petroleum grease液压油:hydraulic power oil润滑油:lubricating oil九、其它、星期与月份、数字、颜色星期日:Sunday星期一:Monday星期二:Tuesday星期三:Wednesday星期四:Thursday星期五:Friday星期六:Saturday一月:January二月:February三月:March四月:April五月:May六月:June七月:July八月:August九月:September十月:October十一月:November十二月:December零:zero一:one二:two三:three四:four五:five六:six七:seven八:eight十:ten十一:eleven十二:twelve十三:thirteen十四:fourteen十五:fifteen十六:sixteen十七:seventeen十八:eighteen十九:nineteen二十:twenty二十一:twenty-one三十:thirty四十:forty五十:fifty六十:sixty七十:seventy八十:eighty九十:ninety一百:one hundred五百:five hundred六百二十一:six hundred and twenty-one 一千:one thousand一百万:one million颜色红:red蓝:blue黄:yellow黑:black灰:gray绿:green粉:pink紫:purple褐:brown橘:orange十、常用缩略语与公制英制,(美国用法)换算Abbreviation and The Metroc-U.S.System 1.常用缩略语Abbreviation自动阀AOV空压机A/C空调 A.C桶bbi桶/天 b.d材料清单B/M防喷器BOP计算机控制钻井CPC下套管深度CP套管压力cp关井套管压力CPSI直径Dia电测录井 E log英尺F,f燃料油FO消防栓fp加仑g.加仑/秒gal/s加仑/小时gph高压HP马力HP高温HT高电压h.v国际钻井承包商协会IADC外径OD内径ID英寸in.输入/输出I/O管子内径i.p.s.国际标准化组织ISO接头jt磅/桶Ibs per bl. 长度lg低压LP低压泥浆管LPM低速LS最大的max.毫米mm管汇压力m.p.总开关MS射孔perf.射孔套管perf.csg. 起钻pooh入井RIH钻进速度R.O.P.转/分rpm起下钻作业RTO表面活性剂SAA油气显示SO & G扭矩tor试油tstg粘度visc体积vol.初探井W.C.1英尺(foot)=30.48 厘米(cm)1英寸(inch,in.)=2.54 厘米(cm)1磅(pound,lb.=0.454 公斤(kg.)1加仑(gallon,gal.) =3.758公升(cubic cm.) 收据:receipt收银机:cash register出纳员、收银员:cashier冷藏室:freezer收银柜台:checkout counter。

统计学专业名词(中英对照)

统计学专业名词(中英对照)

统计学专业名词·中英对照我大学毕业已经多年,这些年来,越发感到外刊的重要性。

读懂外刊要有不错的英语功底,同时,还需要掌握一定的专业词汇。

掌握足够的专业词汇,在国内外期刊的阅读和写作中会游刃有余。

在此小结,按首字母顺序排列。

这些词汇的来源,一是专业书籍,二是网上查找,再一个是比较重要的期刊。

当然,这些仅是常用专业词汇的一部分,并且由于个人精力、文献查阅的限制,难免有不足和错误之处,希望读者批评指出。

Aabscissa 横坐标absence rate 缺勤率Absolute deviation 绝对离差Absolute number 绝对数absolute value 绝对值Absolute residuals 绝对残差accident error 偶然误差Acceleration array 加速度立体阵Acceleration in an arbitrary direction 任意方向上的加速度Acceleration normal 法向加速度Acceleration space dimension 加速度空间的维数Acceleration tangential 切向加速度Acceleration vector 加速度向量Acceptable hypothesis 可接受假设Accumulation 累积Accumulated frequency 累积频数Accuracy 准确度Actual frequency 实际频数Adaptive estimator 自适应估计量Addition 相加Addition theorem 加法定理Additive Noise 加性噪声Additivity 可加性Adjusted rate 调整率Adjusted value 校正值Admissible error 容许误差Aggregation 聚集性Alpha factori ng α因子法Alternative hypothesis 备择假设Among groups 组间Amounts 总量Analysis of correlation 相关分析Analysis of covariance 协方差分析Analysis of data 分析资料Analysis Of Effects 效应分析Analysis Of Variance 方差分析Analysis of regression 回归分析Analysis of time series 时间序列分析Analysis of variance 方差分析Angular transformation 角转换ANOVA (analysis of variance)方差分析ANOVA Models 方差分析模型ANOVA table and eta 分组计算方差分析Arcing 弧/弧旋Arcsine transformation 反正弦变换Area 区域图Area under the curve 曲线面积AREG 评估从一个时间点到下一个时间点回归相关时的误差ARIMA 季节和非季节性单变量模型的极大似然估计Arithmetic grid paper 算术格纸Arithmetic mean 算术平均数Arithmetic weighted mean 加权算术均数Arrhenius relation 艾恩尼斯关系Assessing fit 拟合的评估Associative laws 结合律Assumed mean 假定均数Asymmetric distribution 非对称分布Asymmetry coefficient 偏度系数Asymptotic bias 渐近偏倚Asymptotic efficiency 渐近效率Asymptotic variance 渐近方差Attributable risk 归因危险度Attribute data 属性资料Attribution 属性Autocorrelation 自相关Autocorrelation of residuals 残差的自相关Average 平均数Average confidence interval length 平均置信区间长度average deviation 平均差Average growth rate 平均增长率BBar chart/graph 条形图Base period 基期Bayes' theorem Bayes 定理Bell-shaped curve 钟形曲线Bernoulli distribution 伯努力分布Best-trim estimator 最好切尾估计量Bias 偏性Biometrics 生物统计学Binary logistic regression 二元逻辑斯蒂回归Binomial distribution 二项分布Bisquare 双平方Bivariate Correlate 二变量相关Bivariate normal distribution 双变量正态分布Bivariate normal population 双变量正态总体Biweight interval 双权区间Biweight M-estimator 双权M 估计量Block 区组/配伍组BMDP(Biomedical computer programs) BMDP 统计软件包Box plot 箱线图/箱尾图Breakdown bound 崩溃界/崩溃点CCanonical correlation 典型相关Caption 纵标目Cartogram 统计图Case fatality rate 病死率Case-control study 病例对照研究Categorical variable 分类变量Catenary 悬链线Cauchy distribution 柯西分布Cause-and-effect relationship 因果关系Cell 单元Censoring 终检census 普查Center of symmetry 对称中心Centering and scaling 中心化和定标Central tendency 集中趋势Central value 中心值CHAID -χ2 Automatic Interaction Detector 卡方自动交互检测Chance 机遇Chance error 随机误差Chance variable 随机变量Characteristic equation 特征方程Characteristic root 特征根Characteristic vector 特征向量Chebshev criterion of fit 拟合的切比雪夫准则Chernoff faces 切尔诺夫脸谱图chi-sguare(X2) test 卡方检验卡方检验/χ2 检验Choleskey decomposition 乔洛斯基分解Circle chart 圆图Class interval 组距Classification 分组、分类Class mid-value 组中值Class upper limit 组上限Classified variable 分类变量Cluster analysis 聚类分析Cluster sampling 整群抽样Code 代码Coded data 编码数据Coding 编码Coefficient of contingency 列联系数Coefficient of correlation 相关系数Coefficient of determination 决定系数Coefficient of multiple correlation 多重相关系数Coefficient of partial correlation 偏相关系数Coefficient of production-moment correlation 积差相关系数Coefficient of rank correlation 等级相关系数Coefficient of regression 回归系数Coefficient of skewness 偏度系数Coefficient of variation 变异系数Cohort study 队列研究Collection of data 资料收集Collinearity 共线性Column 列Column effect 列效应Column factor 列因素Combination pool 合并Combinative table 组合表Combined standard deviation 合并标准差Combined variance 合并方差Common factor 共性因子Common regression coefficient 公共回归系数Common value 共同值Common variance 公共方差Common variation 公共变异Communality variance 共性方差Comparability 可比性Comparison of bathes 批比较Comparison value 比较值Compartment model 分部模型Compassion 伸缩Complement of an event 补事件Complete association 完全正相关Complete dissociation 完全不相关Complete statistics 完备统计量Complete survey 全面调查Completely randomized design 完全随机化设计Composite event 联合事件Composite events 复合事件Concavity 凹性Conditional expectation 条件期望Conditional likelihood 条件似然Conditional probability 条件概率Conditionally linear 依条件线性Confidence interval 置信区间Confidence level 可信水平,置信水平Confidence limit 置信限Confidence lower limit 置信下限Confidence upper limit 置信上限Confirmatory Factor Analysis 验证性因子分析Confirmatory research 证实性实验研究Confounding factor 混杂因素Conjoint 联合分析Consistency 相合性Consistency check 一致性检验Consistent asymptotically normal estimate 相合渐近正态估计Consistent estimate 相合估计Constituent ratio 构成比,结构相对数Constrained nonlinear regression 受约束非线性回归Constraint 约束Contaminated distribution 污染分布Contaminated Gausssian 污染高斯分布Contaminated normal distribution 污染正态分布Contamination 污染Contamination model 污染模型Continuity 连续性Contingency table 列联表Contour 边界线Contribution rate 贡献率Control 对照质量控制图Control group 对照组Controlled experiments 对照实验Conventional depth 常规深度Convolution 卷积Coordinate 坐标Corrected factor 校正因子Corrected mean 校正均值Correction coefficient 校正系数Correction for continuity 连续性校正Correction for grouping 归组校正Correction number 校正数Correction value 校正值Correctness 正确性Correlation 相关,联系Correlation analysis 相关分析Correlation coefficient 相关系数Correlation 相关性Correlation index 相关指数Correspondence 对应Counting 计数Counts 计数/频数Covariance 协方差Covariant 共变Cox Regression Cox 回归Criteria for fitting 拟合准则Criteria of least squares 最小二乘准则Critical ratio 临界比Critical region 拒绝域Critical value 临界值Cross-over design 交叉设计Cross-section analysis 横断面分析Cross-section survey 横断面调查Crosstabs 交叉表Crosstabs 列联表分析Cross-tabulation table 复合表Cube root 立方根Cumulative distribution function 分布函数Cumulative frequency 累积频率Cumulative probability 累计概率Curvature 曲率/弯曲Curvature 曲率Curve Estimation 曲线拟合Curve fit 曲线拟和Curve fitting 曲线拟合Curvilinear regression 曲线回归Curvilinear relation 曲线关系Cut-and-try method 尝试法Cycle 周期Cyclist 周期性DD test D 检验data 资料Data acquisition 资料收集Data bank 数据库Data capacity 数据容量Data deficiencies 数据缺乏Data handling 数据处理Data manipulation 数据处理Data processing 数据处理Data reduction 数据缩减Data set 数据集Data sources 数据来源Data transformation 数据变换Data validity 数据有效性Data-in 数据输入Data-out 数据输出Dead time 停滞期Degree of freedom 自由度degree of confidence 可信度,置信度degree of dispersion 离散程度Degree of precision 精密度Degree of reliability 可靠性程度degree of variation 变异度Degression 递减Density function 密度函数Density of data points 数据点的密度Dependent variableDepth 深度Derivative matrix 导数矩阵Derivative-free methods 无导数方法Design 设计design of experiment 实验设计Determinacy 确定性Determinant 行列式Determinant 决定因素Deviation 离差Deviation from average 离均差diagnose accordance rate 诊断符合率Diagnostic plot 诊断图Dichotomous variable 二分变量Differential equation 微分方程Direct standardization 直接标准化法Direct Oblimin 斜交旋转Discrete variable 离散型变量DISCRIMINANT 判断Discriminant analysis 判别分析Discriminant coefficient 判别系数Discriminant function 判别值Dispersion 散布/分散度Disproportional 不成比例的Disproportionate sub-class numbers 不成比例次级组含量Distribution free 分布无关性/免分布Distribution shape 分布形状Distribution-free method 任意分布法Distributive laws 分配律Disturbance 随机扰动项Dose response curve 剂量反应曲线Double blind method 双盲法Double blind trial 双盲试验Double exponential distribution 双指数分布Double logarithmic 双对数Downward rank 降秩Dual-space plot 对偶空间图DUD 无导数方法Duncan's new multiple range method 新复极差法/Duncan 新法EError Bar 均值相关区间图Effect 实验效应Effective rate 有效率Eigenvalue 特征值Eigenvector 特征向量Ellipse 椭圆Empirical distribution 经验分布Empirical probability 经验概率单位Enumeration data 计数资料Equal sun-class number 相等次级组含量Equally likely 等可能Equation of linear regression 线性回归方程Equivariance 同变性Error 误差/错误Error of estimate 估计误差Error of replication 重复误差Error type I 第一类错误Error type II 第二类错误Estimand 被估量Estimated error mean squares 估计误差均方Estimated error sum of squares 估计误差平方和Euclidean distance 欧式距离Event 事件Exceptional data point 异常数据点Expectation plane 期望平面Expectation surface 期望曲面Expected values 期望值Experiment 实验Experiment design 实验设计Experiment error 实验误差Experimental group 实验组Experimental sampling 试验抽样Experimental unit 试验单位Explained variance (已说明方差)Explanatory variable 说明变量Exploratory data analysis 探索性数据分析Explore Summarize 探索-摘要Exponential curve 指数曲线Exponential growth 指数式增长EXSMOOTH 指数平滑方法Extended fit 扩充拟合Extra parameter 附加参数Extrapolation 外推法Extreme observation 末端观测值Extremes 极端值/极值FF distribution F 分布F test F 检验Factor 因素/因子Factor analysis 因子分析Factor Analysis 因子分析Factor score 因子得分Factorial 阶乘Factorial design 析因试验设计False negative 假阴性False negative error 假阴性错误Family of distributions 分布族Family of estimators 估计量族Fanning 扇面Fatality rate 病死率Field investigation 现场调查Field survey 现场调查Finite population 有限总体Finite-sample 有限样本First derivative 一阶导数First principal component 第一主成分First quartile 第一四分位数Fisher information 费雪信息量Fitted value 拟合值Fitting a curve 曲线拟合Fixed base 定基Fluctuation 随机起伏Forecast 预测Four fold table 四格表Fourth 四分点Fraction blow 左侧比率Fractional error 相对误差Frequency 频率Freguency distribution 频数分布Frequency polygon 频数多边图Frontier point 界限点Function relationship 泛函关系GGamma distribution 伽玛分布Gauss increment 高斯增量Gaussian distribution 高斯分布/正态分布Gauss-Newton increment 高斯-牛顿增量General census 全面普查Generalized least squares 综合最小平方法GENLOG (Generalized liner models) 广义线性模型Geometric mean 几何平均数Gini's mean difference 基尼均差GLM (General liner models) 通用线性模型Goodness of fit 拟和优度/配合度Gradient of determinant 行列式的梯度Graeco-Latin square 希腊拉丁方Grand mean 总均值Gross errors 重大错误Gross-error sensitivity 大错敏感度Group averages 分组平均Grouped data 分组资料Guessed mean 假定平均数HHalf-life 半衰期Hampel M-estimators 汉佩尔M 估计量Happenstance 偶然事件Harmonic mean 调和均数Hazard function 风险均数Hazard rate 风险率Heading 标目Heavy-tailed distribution 重尾分布Hessian array 海森立体阵Heterogeneity 不同质Heterogeneity of variance 方差不齐Hierarchical classification 组内分组Hierarchical clustering method 系统聚类法High-leverage point 高杠杆率点High-Low 低区域图Higher Order Interaction Effects,高阶交互作用HILOGLINEAR 多维列联表的层次对数线性模型Hinge 折叶点Histogram 直方图Historical cohort study 历史性队列研究Holes 空洞HOMALS 多重响应分析Homogeneity of variance 方差齐性Homogeneity test 齐性检验Huber M-estimators 休伯M 估计量Hyperbola 双曲线Hypothesis testing 假设检验Hypothetical universe 假设总体IImage factoring 多元回归法Impossible event 不可能事件Independence 独立性Independent variable 自变量Index 指标/指数Indirect standardization 间接标准化法Individual 个体Inference band 推断带Infinite population 无限总体Infinitely great 无穷大Infinitely small 无穷小Influence curve 影响曲线Information capacity 信息容量Initial condition 初始条件Initial estimate 初始估计值Initial level 最初水平Interaction 交互作用Interaction terms 交互作用项Intercept 截距Interpolation 内插法Interquartile range 四分位距Interval estimation 区间估计Intervals of equal probability 等概率区间Intrinsic curvature 固有曲率Invariance 不变性Inverse matrix 逆矩阵Inverse probability 逆概率Inverse sine transformation 反正弦变换Iteration 迭代JJacobian determinant 雅可比行列式Joint distribution function 分布函数Joint probability 联合概率Joint probability distribution 联合概率分布KK-Means Cluster 逐步聚类分析K means method 逐步聚类法Kaplan-Meier 评估事件的时间长度Kaplan-Merier chart Kaplan-Merier 图Kendall's rank correlation Kendall 等级相关Kinetic 动力学Kolmogorov-Smirnove test 柯尔莫哥洛夫-斯米尔诺夫检验Kruskal and Wallis test Kruskal 及Wallis 检验/多样本的秩和检验/H 检验Kurtosis 峰度LLack of fit 失拟Ladder of powers 幂阶梯Lag 滞后Large sample 大样本Large sample test 大样本检验Latin square 拉丁方Latin square design 拉丁方设计Leakage 泄漏Least favorable configuration 最不利构形Least favorable distribution 最不利分布Least significant difference 最小显著差法Least square method 最小二乘法Least Squared Criterion,最小二乘方准则Least-absolute-residuals estimates 最小绝对残差估计Least-absolute-residuals fit 最小绝对残差拟合Least-absolute-residuals line 最小绝对残差线Legend 图例L-estimator L 估计量L-estimator of location 位置L 估计量L-estimator of scale 尺度L 估计量Level 水平Leveage Correction,杠杆率校正Life expectance 预期期望寿命Life table 寿命表Life table method 生命表法Light-tailed distribution 轻尾分布Likelihood function 似然函数Likelihood ratio 似然比line graph 线图Linear equation 线性方程Linear programming 线性规划Linear regression 直线回归Linear Regression 线性回归Linear trend 线性趋势Loading 载荷Location and scale equivariance 位置尺度同变性Location equivariance 位置同变性Location invariance 位置不变性Location scale family 位置尺度族Log rank test 时序检验Logarithmic curve 对数曲线Logarithmic normal distribution 对数正态分布Logarithmic scale 对数尺度Logarithmic transformation 对数变换Logic check 逻辑检查Logistic distribution 逻辑斯特分布Logit transformation Logit 转换LOGLINEAR 多维列联表通用模型Lognormal distribution 对数正态分布Lost function 损失函数Lower limit 下限Lowest-attained variance 最小可达方差LSD 最小显著差法的简称Lurking variable 潜在变量MMain effect 主效应Major heading 主辞标目Marginal density function 边缘密度函数Marginal probability 边缘概率Marginal probability distribution 边缘概率分布Matched data 配对资料Matched distribution 匹配过分布Matching of distribution 分布的匹配Matching of transformation 变换的匹配Mathematical expectation 数学期望Mathematical model 数学模型Maximum L-estimator 极大极小L 估计量Maximum likelihood method 最大似然法Mean 均数Mean squares between groups 组间均方Mean squares within group 组内均方Means (Compare means) 均值-均值比较Median 中位数Median effective dose 半数效量Median lethal dose 半数致死量Median polish 中位数平滑Median test 中位数检验Minimal sufficient statistic 最小充分统计量Minimum distance estimation 最小距离估计Minimum effective dose 最小有效量Minimum lethal dose 最小致死量Minimum variance estimator 最小方差估计量MINITAB 统计软件包Minor heading 宾词标目Missing data 缺失值Model specification 模型的确定Modeling Statistics 模型统计Models for outliers 离群值模型Modifying the model 模型的修正Modulus of continuity 连续性模Morbidity 发病率Most favorable configuration 最有利构形MSC(多元散射校正)Multidimensional Scaling (ASCAL) 多维尺度/多维标度Multinomial Logistic Regression 多项逻辑斯蒂回归Multiple comparison 多重比较Multiple correlation 复相关Multiple covariance 多元协方差Multiple linear regression 多元线性回归Multiple response 多重选项Multiple solutions 多解Multiplication theorem 乘法定理Multiresponse 多元响应Multi-stage sampling 多阶段抽样Multivariate T distribution 多元T 分布Mutual exclusive 互不相容Mutual independence 互相独立NNatural boundary 自然边界Natural dead 自然死亡Natural zero 自然零Negative correlation 负相关Negative linear correlation 负线性相关Negatively skewed 负偏Newman-Keuls method q 检验NK method q 检验No statistical significance 无统计意义Nominal variable 名义变量Nonconstancy of variability 变异的非定常性Nonlinear regression 非线性相关Nonparametric statistics 非参数统计Nonparametric test 非参数检验Nonparametric tests 非参数检验Normal deviate 正态离差Normal distribution 正态分布Normal equation 正规方程组Normal P-P 正态概率分布图Normal Q-Q 正态概率单位分布图Normal ranges 正常范围Normal value 正常值Normalization 归一化Nuisance parameter 多余参数/讨厌参数Null hypothesis 无效假设Numerical variable 数值变量OObjective function 目标函数Observation unit 观察单位Observed value 观察值One sided test 单侧检验One-way analysis of variance 单因素方差分析Oneway ANOVA 单因素方差分析Open sequential trial 开放型序贯设计Optrim 优切尾Optrim efficiency 优切尾效率Order statistics 顺序统计量Ordered categories 有序分类Ordinal logistic regression 序数逻辑斯蒂回归Ordinal variable 有序变量Orthogonal basis 正交基Orthogonal design 正交试验设计Orthogonality conditions 正交条件ORTHOPLAN 正交设计Outlier cutoffs 离群值截断点Outliers 极端值OVERALS 多组变量的非线性正规相关Overshoot 迭代过度PPaired design 配对设计Paired sample 配对样本Pairwise slopes 成对斜率Parabola 抛物线Parallel tests 平行试验Parameter 参数Parametric statistics 参数统计Parametric test 参数检验Pareto 直条构成线图(佩尔托图)Partial correlation 偏相关Partial regression 偏回归Partial sorting 偏排序Partials residuals 偏残差Pattern 模式PCA(主成分分析)Pearson curves 皮尔逊曲线Peeling 退层Percent bar graph 百分条形图Percentage 百分比Percentile 百分位数Percentile curves 百分位曲线Periodicity 周期性Permutation 排列P-estimator P 估计量Pie graph 构成图饼图Pitman estimator 皮特曼估计量Pivot 枢轴量Planar 平坦Planar assumption 平面的假设PLANCARDS 生成试验的计划卡PLS(偏最小二乘法)Point estimation 点估计Poisson distribution 泊松分布Polishing 平滑Polled standard deviation 合并标准差Polled variance 合并方差Polygon 多边图Polynomial 多项式Polynomial curve 多项式曲线Population 总体Population attributable risk 人群归因危险度Positive correlation 正相关Positively skewed 正偏Posterior distribution 后验分布Power of a test 检验效能Precision 精密度Predicted value 预测值Preliminary analysis 预备性分析Principal axis factoring 主轴因子法Principal component analysis 主成分分析Prior distribution 先验分布Prior probability 先验概率Probabilistic model 概率模型probability 概率Probability density 概率密度Product moment 乘积矩/协方差Profile trace 截面迹图Proportion 比/构成比Proportion allocation in stratified random sampling 按比例分层随机抽样Proportionate 成比例Proportionate sub-class numbers 成比例次级组含量Prospective study 前瞻性调查Proximities 亲近性Pseudo F test 近似F 检验Pseudo model 近似模型Pseudosigma 伪标准差Purposive sampling 有目的抽样QQR decomposition QR 分解Quadratic approximation 二次近似Qualitative classification 属性分类Qualitative method 定性方法Quantile-quantile plot 分位数-分位数图/Q-Q 图Quantitative analysis 定量分析Quartile 四分位数Quick Cluster 快速聚类RRadix sort 基数排序Random allocation 随机化分组Random blocks design 随机区组设计Random event 随机事件Randomization 随机化Range 极差/全距Rank correlation 等级相关Rank sum test 秩和检验Rank test 秩检验Ranked data 等级资料Rate 比率Ratio 比例Raw data 原始资料Raw residual 原始残差Rayleigh's test 雷氏检验Rayleigh's Z 雷氏Z 值Reciprocal 倒数Reciprocal transformation 倒数变换Recording 记录Redescending estimators 回降估计量Reducing dimensions 降维Re-expression 重新表达Reference set 标准组Region of acceptance 接受域Regression coefficient 回归系数Regression sum of square 回归平方和Rejection point 拒绝点Relative dispersion 相对离散度Relative number 相对数Reliability 可靠性Reparametrization 重新设置参数Replication 重复Report Summaries 报告摘要Residual sum of square 剩余平方和residual variance (剩余方差)Resistance 耐抗性Resistant line 耐抗线Resistant technique 耐抗技术R-estimator of location 位置R 估计量R-estimator of scale 尺度R 估计量Retrospective study 回顾性调查Ridge trace 岭迹Ridit analysis Ridit 分析Rotation 旋转Rounding 舍入Row 行Row effects 行效应Row factor 行因素RXC table RXC 表SSample 样本Sample regression coefficient 样本回归系数Sample size 样本量Sample standard deviation 样本标准差Sampling error 抽样误差SAS(Statistical analysis system ) SAS 统计软件包Scale 尺度/量表Scatter diagram 散点图Schematic plot 示意图/简图Score test 计分检验Screening 筛检SEASON 季节分析Second derivative 二阶导数Second principal component 第二主成分SEM (Structural equation modeling) 结构化方程模型Semi-logarithmic graph 半对数图Semi-logarithmic paper 半对数格纸Sensitivity curve 敏感度曲线Sequential analysis 贯序分析Sequence 普通序列图Sequential data set 顺序数据集Sequential design 贯序设计Sequential method 贯序法Sequential test 贯序检验法Serial tests 系列试验Short-cut method 简捷法Sigmoid curve S 形曲线Sign function 正负号函数Sign test 符号检验Signed rank 符号秩Significant Level 显著水平Significance test 显著性检验Significant figure 有效数字Simple cluster sampling 简单整群抽样Simple correlation 简单相关Simple random sampling 简单随机抽样Simple regression 简单回归simple table 简单表Sine estimator 正弦估计量Single-valued estimate 单值估计Singular matrix 奇异矩阵Skewed distribution 偏斜分布Skewness 偏度Slash distribution 斜线分布Slope 斜率Smirnov test 斯米尔诺夫检验Source of variation 变异来源Spearman rank correlation 斯皮尔曼等级相关Specific factor 特殊因子Specific factor variance 特殊因子方差Spectra 频谱Spherical distribution 球型正态分布Spread 展布SPSS(Statistical package for the social science) SPSS 统计软件包Spurious correlation 假性相关Square root transformation 平方根变换Stabilizing variance 稳定方差Standard deviation 标准差Standard error 标准误Standard error of difference 差别的标准误Standard error of estimate 标准估计误差Standard error of rate 率的标准误Standard normal distribution 标准正态分布Standardization 标准化Starting value 起始值Statistic 统计量Statistical control 统计控制Statistical graph 统计图Statistical inference 统计推断Statistical table 统计表Steepest descent 最速下降法Stem and leaf display 茎叶图Step factor 步长因子Stepwise regression 逐步回归Storage 存Strata 层(复数)Stratified sampling 分层抽样Stratified sampling 分层抽样Strength 强度Stringency 严密性Structural relationship 结构关系Studentized residual 学生化残差/t 化残差Sub-class numbers 次级组含量Subdividing 分割Sufficient statistic 充分统计量Sum of products 积和Sum of squares 离差平方和Sum of squares about regression 回归平方和Sum of squares between groups 组间平方和Sum of squares of partial regression 偏回归平方和Sure event 必然事件Survey 调查Survival 生存分析Survival rate 生存率Suspended root gram 悬吊根图Symmetry 对称Systematic error 系统误差Systematic sampling 系统抽样TTags 标签Tail area 尾部面积Tail length 尾长Tail weight 尾重Tangent line 切线Target distribution 目标分布Taylor series 泰勒级数Test(检验)Test of linearity 线性检验Tendency of dispersion 离散趋势Testing of hypotheses 假设检验Theoretical frequency 理论频数Time series 时间序列Tolerance interval 容忍区间Tolerance lower limit 容忍下限Tolerance upper limit 容忍上限Torsion 扰率Total sum of square 总平方和Total variation 总变异Transformation 转换Treatment 处理Trend 趋势Trend of percentage 百分比趋势Trial 试验Trial and error method 试错法Tuning constant 细调常数Two sided test 双向检验Two-stage least squares 二阶最小平方Two-stage sampling 二阶段抽样Two-tailed test 双侧检验Two-way analysis of variance 双因素方差分析Two-way table 双向表Type I error 一类错误/α错误Type II error 二类错误/β错误UUMVU 方差一致最小无偏估计简称Unbiased estimate 无偏估计Unconstrained nonlinear regression 无约束非线性回归Unequal subclass number 不等次级组含量Ungrouped data 不分组资料Uniform coordinate 均匀坐标Uniform distribution 均匀分布Uniformly minimum variance unbiased estimate 方差一致最小无偏估计Unit 单元Unordered categories 无序分类Unweighted least squares 未加权最小平方法Upper limit 上限Upward rank 升秩VVague concept 模糊概念Validity 有效性V ARCOMP (Variance component estimation) 方差元素估计Variability 变异性Variable 变量Variance 方差Variation 变异Varimax orthogonal rotation 方差最大正交旋转V olume of distribution 容积WW test W 检验Weibull distribution 威布尔分布Weight 权数Weighted Chi-square test 加权卡方检验/Cochran 检验Weighted linear regression method 加权直线回归Weighted mean 加权平均数Weighted mean square 加权平均方差Weighted sum of square 加权平方和Weighting coefficient 权重系数Weighting method 加权法W-estimation W 估计量W-estimation of location 位置W 估计量Width 宽度Wilcoxon paired test 威斯康星配对法/配对符号秩和检验Wild point 野点/狂点Wild value 野值/狂值Winsorized mean 缩尾均值Withdraw 失访X此组的词汇还没找到YYouden's index 尤登指数ZZ test Z 检验Zero correlation 零相关Z-transformation Z 变换。

计量经济学中英文词汇对照

计量经济学中英文词汇对照

Common variance Common variation Communality variance Comparability Comparison of bathes Comparison value Compartment model Compassion Complement of an event Complete association Complete dissociation Complete statistics Completely randomized design Composite event Composite events Concavity Conditional expectation Conditional likelihood Conditional probability Conditionally linear Confidence interval Confidence limit Confidence lower limit Confidence upper limit Confirmatory Factor Analysis Confirmatory research Confounding factor Conjoint Consistency Consistency check Consistent asymptotically normal estimate Consistent estimate Constrained nonlinear regression Constraint Contaminated distribution Contaminated Gausssian Contaminated normal distribution Contamination Contamination model Contingency table Contour Contribution rate Control

统计学 英语术语

统计学 英语术语

备择假设 alternative hypothesis比例 proportion比率 ratio必然事件 certain event变量 variable标准差 standard deviation标准分数 standard score标准化残差 standardized residual不规则波动 irregular variation不可能事件 impossible event参数 parameter残差 residual充分统计量 ample statistic抽样分布 sampling distribution抽样框 sampling frame抽样误差 sampling error处理 treatment次序统计量 order statistic单因素方差分析 one-way analysis of variance点估计 point estimate独立性 independence独立性检验 test of independence独立样本 independent sample对照组 control group多元回归方程 multiple regression equation多元回归模型 multiple regression model多重比较方法 multiple comparison procedures多重共线性 multicollinearity多重判定系数 multiple coefficient of determinationF 分布 F distribution方差 variance方差分析 analysis of variance方差分析表 analysis of variance table非抽样误差 non-probability sampling非概率抽样 non-probability sampling非平稳序列 non-stationary series2 分布 Chi-square distribution分类变量 categorical variable分类数据 categorical data峰态 kurtosis概率 probability概率抽样 probability sampling估计标准误差 standard error of estimate估计的多元回归方程estimated multiple regression equation 估计的回归方程estimated regression equation估计量estimator估计值estimated value股票价格指数stock price index观测数据observational data回归方程regression equation回归模型regression model基本事件elementary event极差range几何平均数geometric mean季节变动seasonal fluctuation假设检验hypothesis testing渐近分布asymptotic distribution交互作用interaction截面数据cross-sectional data均方mean square均值mean拉氏指数Laspeyres index累积频数cumulative frequencies离散系数coefficient of variation离散型随机变量discrete random variable连续型随机变量continuous random variable列联表contingency table列联系数coefficient of contingency临界值critical value零售价格指数retail price index拟合优度检验goodness of fit test帕氏指数Paasche index判定系数coefficient of determination匹配样本matched sample偏态skewness频数frequency频数分布frequency distribution平均差mean deviation平均增长率average rate of increase平稳序列stationary series期望值expected value区间估计interval estimate趋势trend时间序列time series时间序列数据time series data实验数据experimental data实验组experimental group数值型变量metric variable数值型数据metric data双因素方差分析two-way analysis of variance顺序变量rand variable顺序数据rank data四分位差quartile deviation四分位数quartile随机化区组设计randomized block design随机事件random eventt 分布t distribution条件概率conditional probability统计量statistic统计学statistics调整的多重判定系数adjusted multiple coefficient of determination V相关系数V correlation coefficient无偏性unbiasedness显著性水平significance level相关关系correlation相关系数correlation coefficient消费价格指数consumer price index循环波动cyclical fluctuation样本sample一致性consistency移动平均法moving average异众比率variation ratio因变量dependent variable因子factor因子设计factorial design有效性efficiency预测区间估计prediction interval estimate原假设null hypothesis增长率growth rate指数index number指数平滑法exponential smoothing置信区间confidence interval置信区间估计confidence interval estimate置信水平confidence level中位数median中心极限定理cental limit theorem众数mode自变量independent variable自由度degree of freedom总平方和sum of squares for total总体population组间平方和sum of squares for factor A 组距class width组内平方和sum of squares for error组中值class midpoint最小二乘法method of least squares。

临床研究缩写

临床研究缩写
药物临床试验质量管理规范
GLP
Good Laboratory Practice
药物非临床试验质量管理规范
GMP
Good Manufacturing Practice
药物生产质量管理规范
IB
Investigator's Brochure
研究者手册
IC
Informed Consent
知情同意
ICF
Informed Consent Form
健康经济学评价
Hypothesis test
假设检验
Hypothesis testing
假设检验
Improvement
好转
Inclusion criteria
入选标准
Independent ethic committee, IEC
独立伦理委员会
Information consent form, ICF
助理研究者
AST
天门冬酸氨基转移酶
ATR
衰竭全反射法
AUCss
稳态血药浓度-时间曲线下面积
Audit
稽查
Audit or inspection
稽查/视察
Audit report
稽查报告
Auditor
稽查员
Bias
偏性 偏倚
Bioequivalence
生物等效应
Blank control
空白对照
Blind codes
国家卫生研究所(美国)
PI
Principal Investigator
主要研究者
PL
Product License
产品许可证
缩略语
英文全称
中文全称

附录二 英汉医药统计学词汇

附录二  英汉医药统计学词汇

附录二英汉医药统计学词汇abridged life table 简略寿命表acceptability 可接受性accuracy 准确度actual frequency 实际频数adjusted mortality rate 调整死亡率age-specific death rate,ASDR 年龄别死亡率age structure 年龄构成aggregated data 合计数据alternative hypothesis 对立假设、备择假设analysis of covariance 协方差分析analysis of data 分析资料analysis of multiple covariance 多元协方差分析analysis of variance,ANOVA 方差分析analysis set 数据集analytic hierarchy process,AHP 层次分析法analytic study 分析性研究angular transformation 角度变换animal experiment 动物实验arcsine square root transformation 平方根反正弦变换arithmetic mean 算术均数association 联系、关联average 平均数average life 平均寿命backward elimination 后退法backward stepwise 后退逐步回归法balance 均衡balanced design 平衡设计bar graph 条图baseline 基线bias 偏性、偏倚binary variable 二分类变量binomial distribution 二项分布biostatistics 生物统计学birth rate 出生率blank control 空白对照blind codes 盲底编码blind method 盲法blind review 盲态审核blinding 盲法blindness 盲态block randomization 区组随机化Bonfferoni adjustment Bonfferoni调整Bonfferoni inequality Bonfferoni不等式Bonfferoni t test Bonfferoni t检验box plot 箱图Bares’formula 贝叶斯公式carry-over effects 剩余效应case fatality rate,CFR 病死率case report form,CRF 病例报告表categorical variable 分类变量causality 因果关系cause-specific deat hrate,CSDR 死因别死亡率census 人口普查central tendency 集中趋势chi-square distribution X2分布chi-square test X2检验circle graph 圆图classification of diseases 疾病分类clinical trial 临床试验cluster sampling 整群抽样code 编码coefficient of determination 决定系数coefficlent of kurtosis,KURT 峰度系数coefficient of skewness,SKEW 偏度系数coefficient of variation,CV 变异系数cohort study 队列研究comparative study 对比研究complete randomization 完全随机化completely randomized design 完全随机设计compound symmetry 复合对称性composition of population 人口构成concurrent control 同期对照confidence band 置信带confidence interval,CI 置信区间confidence level 置信水平confounder 混杂变量、混杂因素confounding factor 混杂因素consistency test 一致性检验construct validity 结构效度content validity 内容效度contingency coefficient 列联系数contingency table 列联表continuous variable 连续型变量control 对照control group 对照组convenience sampling 便利抽样correlation 相关correlation coefficient 相关系数cost-effectiveness analysis,CEA 成本-效果分析cost-effectiveness ratio 成本-效果比count data 计数资料covariance 协方差covariance matrix 协方差阵covariates 协变量criterion validity 效标效度critical value 临界值cross-over design 交叉设计cross-sectional study 横断面研究crude birth rate,CBR 粗出生率crude death rate,CDR 粗死亡率cumulative incidence probability,CIP 累积发病概率data 数据、资料data transformation 数据变换degrees of freedom 自由度dependency ratio 负担系数dependent variable 因变量descriptive study 描述性研究descriptive survey 描述性调查design 设计design of experiment,DOE 实验设计discrete variable 离散型变量distribution-free test 任意分布检验document study 文献研究dose-response relationship 剂量-反应关系double blind method 双盲法double dummy 双模拟drop out 脱落dummy medication 伪药物dummy variable 假变量、哑变量Duncan’s new multiple range method 新复极差法dynamic series 动态数列emergency envelope 应急信件entry criteria 准人条件equivalence 等效evaluation 评价evaluation model 综合评价模型exact age 实足年龄exact probability 确切概率exclusion criteria 排除标准experiment study 实验性研究experimental control 实验对照experimental effect 实验效应experimental group 实验组experimental research 实验研究F distribution F分布F test F检验factor 因素factorial design 析因设计fail-safe number 失安全系数failure event 失效事件failure time 失效时间field study 实地观察研究field trial 现场试验finite population 有限总体finite population correction 有限总体校正因子Fisher's least significant difference t test LSD-t检验fitted values 拟合值fixed effect model 固定效应模型follow-up study 随访研究Food and Drug Administration,FDA 食品与药物管理局forward selection 前向性选择frequency distribution table 频数分布表Friedman test Friedman检验full analysis set 全分析集funnel plots 漏斗图general fertility rate,GFR 总生育率geometric mean 几何均数goodness of fit test 拟合优度检验gross reproduction rate,GRR 粗再生育率harmonicmean 调和均数hazardfunction 危险率函数heterogeneity 异质性histogram 直方图historical control 历史对照homogeneity 同质性homogeneity of variance 方差齐性homogeneity of variance test 方差齐性检验homogeneity test 同质性检验incidence density,ID 发病密度incidence probability,IP 发病概率incidence rate,IR 发病率inclusion criteria 纳入标准incomplete data 不完全数据independence 独立independentvariable 自变量indicator 指标individual 个体infant mortality rate,IMR 婴儿死亡率inference 推断infinite population 无限总体informed consent 知情同意intention-to-treat,ITT 意向性治疗interaction 交互作用、交互效应internal consistent reliability 内部一致性信度International classification of disease,ICD-10 国际疾病分类第十版interval estimation 区间估计intervention study 干预性研究judgmental sampling 判断抽样Kruskal-Wallis rank sum test Kruskal-Wallis秩和检验least squared estimation,LSE 最小二乘估计level 水平Levene's test Levene检验life expectancy 期望寿命life table 寿命表life table method 寿命表法likelihood ratio chi-square 似然比X2likelihood ratio test 似然比检验line graph 线图linear 线性linear correlation 线性相关linear correlation coefficient 线性相关系数linear regression 直线回归,线性回归logarithmic transformation 对数变换logistic regression logistic 回归log-rank test 时序检验main effect 主效应match 匹配maternal mortality rate 孕产妇死亡率Mauchly's test Mauchly检验maximum likelihood ratio test 似然比检验maximum likelihood estimate,MLE 最大似然估计maximum likelihood method 最大似然法mean 均数mean square deviation 均方差mean square,MS 均方median 中位数median survival time 中位生存期、半数生存期medical statistician 医学统计学家medical statistics 医学统计学meta analysis meta分析mode 众数morbidity statistics 疾病统计mortality rate 死亡率multi-center clinical trials 多中心临床试验multiple comparisons 多重比较multiple correlation coefficient 复相关系数multiple linear correlation 多重线性相关multiple linear regression 多重线性回归multiple regression analysis 多元回归分析muhi-stage sampling 多阶段抽样multivariate analysis of variance,MANOVA 多变量方差分析negative correlation 负相关neonatal mortality rate,NMR 新生儿死亡率net reproduction rate,NRR 净再生育率nomenclature of diseases 疾病的命名nominative variable 名义变量non-experimental study 非实验性研究nonparametric statistics 非参数统计nonparametric test 非参数检验normal curve 正态曲线nonnal distribution 正态分布normality test 正态性检验null hypothesis 原假设、零假设numerical variable 数值变量object 对象observational study 观察性研究odds 优势oddsratio,OR 优势比one-tailed probability 单侧概率one-way ANOVA 单因素方差分析open-label 非盲ordinal data 等级资料ordinal variable 有序变量orthogonal contrasts 正交对比outcome 结局outcome event 终点事件over matching 过度匹配overall mean 总均数overall survey 普查P value P值paired design 配对设计paired randomization 配对随机化parameter 参数parameter estimation 参数估计partial correlation coefficient 偏相关系数partial likelihood function 部分似然函数partial regression coefficient 偏回归系数path analysis 通径分析path coefficient 通径系数path diagram 通径图per protocol set 符合方案集per protocol,PP 符合方案percent bar graph 百分条图percentile,Px 百分位数perinatal mortality 围产儿死亡率period 时期period prevalence rate 期间患病率person-time incidence rate 人时发病率person-year of survival 生存人年数pharmacokinetics 药物代谢动力学placebo 安慰剂placebo control 安慰剂对照planned contrasts 计划对比比较point estimation 点估计point prevalence rate 时点患病率Poisson distribution Poisson分布population 总体population size 人口总数positive correlation 正相关post marketing surveillance 上市后的监测post-coding 事后编码postneonatal mortality rate,PNMR 新生儿后期死亡率potential years of life lost,PYLL 潜在减寿年数power 功效precision 精密度pre-coding 事前编码predicted values 预测值prediction interval 预测区间predictor 预测变量prevalence rate,PR 患病率Principles of Medical Statistics 医学统计学原理probability 概率probability theory 概率论product-limit method 乘积极限法proportion 比例proportional allocation 按比例分配proportional hazards regression model 比例危险率回归模型proportion-proportion plots P-P图prospective study 前瞻性研究publication bias 发表偏倚purposive sampling 立意抽样qualitative 定性qualitative data 计数资料qualitative research 定性调查quantile-quantile plots Q—Q图quantitative 定量quantitative data 计量资料quantitative research 定量调查quartile range,Q 四分位数间距questionnaire 问卷、调查表questionnaire checking 资料核查questionnaire receiving 资料接收quota sampling 定额抽样random 随机randomization 随机化randomized block design 随机区组设计r andomized controlled trial,RCT 随机对照试验random error 随机误差random event 随机事件random effect model 随机效应模型random variable 随机变量randomized response technique 随机应答技术range,R 全距、极差rank correlation 秩相关rate 率ratio 比reference range 参考值范围regression analysis 回归分析regression equation 回归方程regressor variable 回归变量reject 拒绝relative ratio 相对比relative risk,RR 相对危险度reliability 信度repeated measurement data 重复测量资料replacement level 更替水平replication 重复residual analysis 残差分析residual plot 残差图response 反应response variable 反应变量right censoring 右删失risk factor 危险因素risk ratio,RR 危险比role-play 角色扮演sample 样本sample fraction 样本比例sample size 样本含量sampling 抽样sampling bias 抽样偏倚sampling error 抽样误差sampling frame 抽样框架sampling survey 抽样调查scatter plot 散点图selection bias 选择偏倚self control 自身对照semi-logarithmic line graph 半对数线图semi-parametric model 半参数模型sensitive question 敏感问题sensitivity 灵敏度sequence 次序serious adverse event 严重不良事件sex ratio 性别比significant 显著significance level 显著性水平significance test 显著性检验simple effect 单独效应simple linear regression model 简单线性回归模型simple random sampling 单纯随机抽样simple randomized design 简单随机分组设计single blind method 单盲法size of a test 检验水准specific death rate 死亡专率specificity 特异度sphericity 球形性square root transformation 平方根变换squared multiple correlation coefficient 平方复相关系数standard control 标准对照standard deviation,SD 标准差standard error of estimate 估计的标准误standard error of mean,SE or SEM 均数的标准误standard mortality ratio,SMR 标准化死亡比standard normal distribution 标准正态分布standardized mortality rate 标准化死亡率standardized partial regression coefficient 标准化偏回归系数statistic 统计量statistical chart 统计图statistical model 统计模型Statistical Principles for Clinical Trials 临床试验统计分析指导原则statistical significance 有统计学意义statistical table 统计表statistical test 统计检验statistic 统计量statistics 统计学statistical chart 统计图statistical control 统计控制statistical description 统计描述statistical inference 统计推断stepwise selection 逐步选择stratified random sampling 分层随机抽样stratified randomization 分层随机化stratified sampling 分层抽样Student's t-distribution Student t分布study population 研究总体sum of square for residuals 残差平方和survey design 调查设计survey research 调查研究survival analysis 生存分析Survival curve 生存曲线survival probability 生存概率survival rate 生存率survival time 生存时间symmetric distribution 对称分布synthetic evaluation 综合评价systematic analysis method 系统分析法systematic error 系统误差systematic sampling 系统抽样t test t检验table of random number 随机数字表target population 目标总体The Design of Experiments 实验设计total variation 总变异treatment 处理triple blind method 三盲法two-tailed probability 双侧概率two-tailed test 双尾检验two-sided test 双侧检验two-way ANOVA 两因素方差分析typeⅠerror Ⅰ类错误type Ⅱ error Ⅱ类错误typical survey 典型调查unbalanced design 非平衡设计unblinding 揭盲underlying death cause 基本死因validity 效度variable 变量variance 方差variation 变异variation between groups 组间变异variation within groups 组内变异wash out period 清除阶段Weight 权重、权weighting coefficient 权重系数Wilcoxon rank sum test Wilcoxon秩和检验Wilcoxon signed rank test Wilcoxon符号秩和检验zero correlation 零相关。

统计学专业英语词汇完整版

统计学专业英语词汇完整版

统计学专业英语词汇Asymmetric distribution, 非对称分布Asymptotic bias, 渐近偏倚A Asymptotic efficiency, 渐近效率Asymptotic variance, 渐近方差Absolute deviation, 绝对离差Attributable risk, 归因危险度Absolute number, 绝对数Attribute data, 属性资料Absolute residuals, 绝对残差Attribution, 属性Acceleration array, 加速度立体阵Autocorrelation, 自相关Acceleration in an arbitrary direction, 任意方向上的加速度Autocorrelation of residuals, 残差的自相关Acceleration normal, 法向加速度Average, 平均数Acceleration space dimension, 加速度空间的维数Average confidence interval length, 平均置信区间长度Acceleration tangential, 切向加速度Average growth rate, 平均增长率Acceleration vector, 加速度向量BAcceptable hypothesis, 可接受假设Accumulation, 累积Bar chart, 条形图Accuracy, 准确度Bar graph, 条形图Actual frequency, 实际频数Base period, 基期Adaptive estimator, 自适应估计量Bayes theorem, 贝叶斯定理Addition, 相加Bell-shaped curve, 钟形曲线Addition theorem, 加法定理Bernoulli distribution, 伯努力分布Additivity, 可加性Best-trim estimator, 最好切尾估计量Adjusted rate, 调整率Bias, 偏性Adjusted value, 校正值Binary logistic regression, 二元逻辑斯蒂回归Admissible error, 容许误差Binomial distribution, 二项分布Aggregation, 聚集性Bisquare, 双平方Alternative hypothesis, 备择假设Bivariate Correlate, 二变量相关Among groups, 组间Bivariate normal distribution, 双变量正态分布Amounts, 总量Bivariate normal population, 双变量正态总体Analysis of correlation, 相关分析Biweight interval, 双权区间Analysis of covariance, 协方差分析Biweight M-estimator, 双权M 估计量Analysis of regression, 回归分析Block, 区组/配伍组Analysis of time series, 时间序列分析BMDP(Biomedical computer programs),BMDP 统计软件包Analysis of variance, 方差分析Box plots, 箱线图/箱尾图Angular transformation, 角转换Break down bound, 崩溃界/崩溃点ANOVA (analysis of variance ),方差分析CANOVA Models, 方差分析模型Arcing, 弧/弧旋Canonical correlation, 典型相关Arcsine transformation, 反正弦变换Caption, 纵标目Area under the curve, 曲线面积Case-control study, 病例对照研究AREG, 评估从一个时间点到下一个时间点回归相关时的误差Categorical variable, 分类变量ARIMA, 季节和非季节性单变量模型的极大似然估计Catenary, 悬链线Arithmetic grid paper, 算术格纸Cauchy distribution, 柯西分布Arithmetic mean, 算术平均数Cause-and-effect relationship, 因果关系Arrhenius relation, 艾恩尼斯关系Cell, 单元Assessing fit, 拟合的评估Censoring, 终检Associative laws, 结合律Center of symmetry, 对称中心Centering and scaling, 中心化和定标Comparison of bathes, 批比较Central tendency, 集中趋势Comparison value, 比较值Central value, 中心值Compartment model, 分部模型CHAID- χ2AutomaticInteractionDetector, 卡方自动交互检测Compassion, 伸缩Chance, 机遇Complement of an event, 补事件Chance error, 随机误差Complete association, 完全正相关Chance variable, 随机变量Complete dissociation, 完全不相关Characteristic equation, 特征方程Complete statistics, 完备统计量Characteristic root, 特征根Completely randomized design, 完全随机化设计Characteristic vector, 特征向量Composite event, 联合事件/复合事件Chebshev criterion of fit, 拟合的切比雪夫准则Concavity, 凹性Chernoff faces, 切尔诺夫脸谱图Conditional expectation, 条件期望Chi-square test, 卡方检验/ χ2检验Conditional likelihood, 条件似然Choleskey decomposition, 乔洛斯基分解Conditional probability, 条件概率Circle chart, 圆图Conditionally linear, 依条件线性Class interval, 组距Confidence interval, 置信区间Class mid-value, 组中值Confidence limit, 置信限Class upper limit, 组上限Confidence lower limit, 置信下限Classified variable, 分类变量Confidence upper limit, 置信上限Cluster analysis, 聚类分析Confirmatory Factor Analysis, 验证性因子分析Cluster sampling, 整群抽样Confirmatory research, 证实性实验研究Code, 代码Confounding factor, 混杂因素Coded data, 编码数据Conjoint, 联合分析Coding, 编码Consistency, 相合性Coefficient of contingency, 列联系数Consistency check, 一致性检验Coefficient of determination, 决定系数Consistent asymptotically normal estimate, 相合渐近正态估Coefficient of multiple correlation, 多重相关系数计Coefficient of partial correlation, 偏相关系数Consistent estimate, 相合估计Coefficient of production-moment correlation, 积差相关系数Constrained nonlinear regression, 受约束非线性回归Coefficient of rank correlation, 等级相关系数Constraint, 约束Coefficient of regression, 回归系数Contaminated distribution, 污染分布Coefficient of skewness, 偏度系数Contaminated Gausssian, 污染高斯分布Coefficient of variation, 变异系数Contaminated normal distribution, 污染正态分布Cohort study, 队列研究Contamination, 污染Column, 列Contamination model, 污染模型Column effect, 列效应Contingency table, 列联表Column factor, 列因素Contour, 边界线Combination pool, 合并Contribution rate, 贡献率Combinative table, 组合表Control, 对照Common factor, 共性因子Controlled experiments, 对照实验Common regression coefficient, 公共回归系数Conventional depth, 常规深度Common value, 共同值Convolution, 卷积Common variance, 公共方差Corrected factor, 校正因子Common variation, 公共变异Corrected mean, 校正均值Communality variance, 共性方差Correction coefficient, 校正系数Comparability, 可比性Correctness, 正确性统计学专业英语词汇 3 Correlation coefficient, 相关系数Dead time, 停滞期Correlation index, 相关指数Degree of freedom, 自由度Correspondence, 对应Degree of precision, 精密度Counting, 计数Degree of reliability, 可靠性程度Counts, 计数/频数Degression, 递减Covariance, 协方差Density function, 密度函数Covariant, 共变Density of datapoints, 数据点的密度Cox Regression, Cox 回归Dependent variable, 应变量/依变量/因变量Criteria for fitting, 拟合准则Depth, 深度Criteria of least squares, 最小二乘准则Derivative matrix, 导数矩阵Critical ratio, 临界比Derivative-free methods, 无导数方法Critical region, 拒绝域Design, 设计Critical value, 临界值Determinacy, 确定性Cross-over design, 交叉设计Determinant, 行列式Cross-section analysis, 横断面分析Determinant, 决定因素Cross-section survey, 横断面调查Deviation, 离差Cross tabs, 交叉表Deviation from average, 离均差Cross-tabulation table, 复合表Diagnostic plot, 诊断图Cube root, 立方根Dichotomous variable, 二分变量Cumulative distribution function, 累计分布函数Differential equation, 微分方程Cumulative probability, 累计概率Direct standardization, 直接标准化法Curvature, 曲率/弯曲Discrete variable, 离散型变量Curve fit, 曲线拟和Discriminant, 判断Curve fitting, 曲线拟合Discriminant analysis, 判别分析Curvilinear regression, 曲线回归Discriminant coefficient, 判别系数Curvilinear relation, 曲线关系Discriminant function, 判别值Cut-and-try method, 尝试法Dispersion, 散布/分散度Cycle, 周期Disproportional, 不成比例的Cyclist, 周期性Disproportionate sub-class numbers, 不成比例次级组含量D Distribution free, 分布无关性/免分布Distribution shape, 分布形状D test, D 检验Distribution-free method, 任意分布法Data acquisition, 资料收集Distributive laws, 分配律Databank, 数据库Disturbance, 随机扰动项Data capacity, 数据容量Dose response curve, 剂量反应曲线Data deficiencies, 数据缺乏Double blind method, 双盲法Data handling, 数据处理Double blind rial, 双盲试验Data manipulation, 数据处理Double exponential distribution, 双指数分布Data processing, 数据处理Double logarithmic, 双对数Data reduction, 数据缩减Downward rank, 降秩Data set, 数据集Dual-space plot, 对偶空间图Data sources, 数据来源DUD, 无导数方法Data transformation, 数据变换Duncan's new multiple range method, 新复极差法/Duncan 新Data validity, 数据有效性法Data-in, 数据输入Data-out, 数据输出统计学专业英语词汇 4 E Factorial, 阶乘Factorial design, 析因试验设计Effect, 实验效应False negative, 假阴性Eigen value, 特征值False negative error, 假阴性错误Eigen vector, 特征向量Family of distributions, 分布族Ellipse, 椭圆Family of estimators, 估计量族Empirical distribution, 经验分布Fanning, 扇面Empirical probability, 经验概率单位Fatality rate, 病死率Enumeration data, 计数资料Field investigation, 现场调查Equal sun-class number, 相等次级组含量Field survey, 现场调查Equally likely, 等可能Finite population, 有限总体Equal variance, 同变性Finite-sample, 有限样本Error, 误差/错误First derivative, 一阶导数Error of estimate, 估计误差First principal component, 第一主成分Error type I, 第一类错误First quartile, 第一四分位数Error type II, 第二类错误Fisher information, 费雪信息量Estimand, 被估量Fitted value, 拟合值Estimated error mean squares, 估计误差均方Fitting a curve, 曲线拟合Estimated error sum of squares, 估计误差平方和Fixed base, 定基Euclidean distance, 欧式距离Fluctuation, 随机起伏Event, 事件Forecast, 预测Exceptional data point, 异常数据点Four fold table, 四格表Expectation plane, 期望平面Fourth, 四分点Expectation surface, 期望曲面Fraction blow, 左侧比率Expected values, 期望值Fractional error, 相对误差Experiment, 实验Frequency, 频率Experimental sampling, 试验抽样Frequency polygon, 频数多边图Experimental unit, 试验单位Frontier point, 界限点Explanatory variable, 说明变量/解释变量Function relationship, 泛函关系Exploratory data analysis, 探索性数据分析GExplore Summarize, 探索-摘要Exponential curve, 指数曲线Gamma distribution, 伽玛分布Exponential growth, 指数式增长Gauss increment, 高斯增量Exsooth, 指数平滑方法Gaussian distribution, 高斯分布/正态分布Extended fit, 扩充拟合Gauss-Newton increment, 高斯-牛顿增量Extra parameter, 附加参数General census, 全面普查Extra polation, 外推法GENLOG(Generalized liner models), 广义线性模型Extreme observation, 末端观测值Geometric mean, 几何平均数Extremes, 极端值/极值Gini's mean difference, 基尼均差F GLM(General liner models), 通用线性模型Goodness of fit, 拟和优度/配合度F distribution, F 分布Gradient of determinant, 行列式的梯度F test, F 检验Graeco-Latin square, 希腊拉丁方Factor, 因素/因子Grand mean, 总均值Factor analysis, 因子分析Gross errors, 重大错误Factor score, 因子得分Gross-error sensitivity, 大错敏感度统计学专业英语词汇 5 Group averages, 分组平均Initial estimate, 初始估计值Grouped data, 分组资料Initial level, 最初水平Guessed mean, 假定平均数Interaction, 交互作用H Interaction terms, 交互作用项Intercept, 截距Half-life, 半衰期Interpolation, 内插法Hampel M-estimators, 汉佩尔M 估计量Inter quartile range, 四分位距Happenstance, 偶然事件Interval estimation, 区间估计Harmonic mean, 调和均数Intervals of equal probability, 等概率区间Hazard function, 风险均数Intrinsic curvature, 固有曲率Hazard rate, 风险率Invariance, 不变性Heading, 标目Inverse matrix, 逆矩阵Heavy-tailed distribution, 重尾分布Inverse probability, 逆概率Hessian array, 海森立体阵Inverse sine transformation, 反正弦变换Heterogeneity, 不同质Iteration, 迭代Heterogeneity of variance, 方差不齐JHierarchical classification, 组内分组Hierarchical clustering method, 系统聚类法Jacobian determinant, 雅可比行列式High-leverage point, 高杠杆率点Joint distribution function, 联合分布函数HILOGLINEAR, 多维列联表的层次对数线性模型Joint probability, 联合概率Hinge, 折叶点Joint probability distribution, 联合概率分布Histogram, 直方图KHistorical cohort study, 历史性队列研究Holes, 空洞K means method, 逐步聚类法HOMALS, 多重响应分析Kaplan-Meier, 评估事件的时间长度Homogeneity of variance, 方差齐性Kaplan-Merier chart, Kaplan-Merier 图Homogeneity test, 齐性检验Kendall' s rank correlation, Kendall 等级相关Huber M-estimators, 休伯M 估计量Kinetic, 动力学Hyperbola, 双曲线Kolmogorov-Smirnove test, 柯尔莫哥洛夫-斯米尔诺夫检验Hypothesis testing, 假设检验Kruskal and Wallis test, Kruskal 及Wallis 检验/多样本的秩和检验/H 检验Hypothetical universe, 假设总体Kurtosis, 峰度ILImpossible event, 不可能事件Independence, 独立性Lack of fit, 失拟Independent variable, 自变量Ladder of powers, 幂阶梯Index, 指标/指数Lag, 滞后Indirect standardization, 间接标准化法Large sample, 大样本Individual, 个体Large sample test, 大样本检验Inference band, 推断带Latin square, 拉丁方Infinite population, 无限总体Latin square design, 拉丁方设计Infinitely great, 无穷大Leakage, 泄漏Infinitely small, 无穷小Least favorable configuration, 最不利构形Influence curve, 影响曲线Least favorable distribution, 最不利分布Information capacity, 信息容量Least significant difference, 最小显著差法Initial condition, 初始条件Least square method, 最小二乘法统计学专业英语词汇 6 Least-absolute-residuals estimates, 最小绝对残差估计Marginal probability, 边缘概率Least-absolute-residuals fit, 最小绝对残差拟合Marginal probability distribution, 边缘概率分布Least-absolute-residuals line, 最小绝对残差线Matched data, 配对资料Legend, 图例Matched distribution, 匹配过分布L-estimator,L 估计量Matching of distribution, 分布的匹配L-estimator of location, 位置L 估计量Matching of transformation, 变换的匹配L-estimator of scale, 尺度L 估计量Mathematical expectation, 数学期望Level, 水平Mathematical model, 数学模型Life expectance, 预期期望寿命Maximum L-estimator, 极大L 估计量Life table, 寿命表Maximum likelihood method, 最大似然法Life table method, 生命表法Mean, 均数Light-taile distribution, 轻尾分布Mean squares between groups, 组间均方Likelihood function, 似然函数Mean squares within group, 组内均方Likelihood ratio, 似然比Means (Compare means), 均值-均值比较Line graph, 线图Median, 中位数Linear correlation, 直线相关Median effective dose, 半数效量Linear equation, 线性方程Median lethal dose, 半数致死量Linear programming, 线性规划Median polish, 中位数平滑Linear regression, 直线回归/线性回归Median test, 中位数检验Linear trend, 线性趋势Minimal sufficient statistic, 最小充分统计量Loading, 载荷Minimum distance estimation, 最小距离估计Location and scale equi variance, 位置尺度同变性Minimum effective dose, 最小有效量Location equi variance, 位置同变性Minimum lethal dose, 最小致死量Location invariance, 位置不变性Minimum variance estimator, 最小方差估计量Location scale family, 位置尺度族MINITAB, 统计软件包Log rank test, 时序检验Minor heading, 宾词标目Logarithmic curve, 对数曲线Missing data, 缺失值Logarithmic normal distribution, 对数正态分布Model specification, 模型的确定Logarithmic scale, 对数尺度Modeling Statistics , 模型统计Logarithmic transformation, 对数变换Models for outliers, 离群值模型Logic check, 逻辑检查Modifying the model, 模型的修正Logistic distribution, 逻辑斯蒂分布Modulus of continuity, 连续性模Logit transformation, Logit 转换Morbidity, 发病率LOGLINEAR, 多维列联表通用模型Most favorable configuration, 最有利构形Lognormal distribution, 对数正态分布Multidimensional Scaling (ASCAL), 多维尺度/多维标度Lost function, 损失函数Multinomial Logistic Regression , 多项逻辑斯蒂回归Low correlation, 低度相关Multiple comparison, 多重比较Lower limit, 下限Multiple correlation , 复相关Lowest-attained variance, 最小可达方差Multiple covariance, 多元协方差LSD, 最小显著差法的简称Multiple linear regression, 多元线性回归Lurking variable, 潜在变量Multiple response , 多重选项M Multiple solutions, 多解Multiplication theorem, 乘法定理Main effect, 主效应Multiresponse, 多元响应Major heading, 主辞标目Multi-stage sampling, 多阶段抽样Marginal density function, 边缘密度函数Multivariate T distribution, 多元T 分布统计学专业英语词汇7 Mutual exclusive, 互不相容Outliers, 极端值Mutual independence, 互相独立OVERALS , 多组变量的非线性正规相关Overshoot, 迭代过度NPNatural boundary, 自然边界Natural dead, 自然死亡Paired design, 配对设计Natural zero, 自然零Paired sample, 配对样本Negative correlation, 负相关Pairwise slopes, 成对斜率Negative linear correlation, 负线性相关Parabola, 抛物线Negatively skewed, 负偏Parallel tests, 平行试验Newman-Keuls method, q 检验Parameter, 参数NK method, q 检验Parametric statistics, 参数统计No statistical significance, 无统计意义Parametric test, 参数检验Nominal variable, 名义变量Partial correlation, 偏相关Nonconstancy of variability, 变异的非定常性Partial regression, 偏回归Nonlinear regression, 非线性相关Partial sorting, 偏排序Nonparametric statistics, 非参数统计Partials residuals, 偏残差Nonparametric test, 非参数检验Pattern, 模式Normal deviate, 正态离差Pearson curves, 皮尔逊曲线Normal distribution, 正态分布Peeling, 退层Normal equation, 正规方程组Percent bar graph, 百分条形图Normal ranges, 正常范围Percentage, 百分比Normal value, 正常值Percentile, 百分位数Nuisance parameter, 多余参数/讨厌参数Percentile curves, 百分位曲线Null hypothesis, 无效假设Periodicity, 周期性Numerical variable, 数值变量Permutation, 排列O P-estimator,P 估计量Pie graph, 饼图Objective function, 目标函数Pitman estimator, 皮特曼估计量Observation unit, 观察单位Pivot, 枢轴量Observed value, 观察值Planar, 平坦One sided test, 单侧检验Planar assumption, 平面的假设One-way analysis of variance, 单因素方差分析PLANCARDS, 生成试验的计划卡One way ANOVA , 单因素方差分析Point estimation, 点估计Open sequential trial, 开放型序贯设计Poisson distribution, 泊松分布Optrim, 优切尾Polishing, 平滑Optrim efficiency, 优切尾效率Polled standard deviation, 合并标准差Order statistics, 顺序统计量Polled variance, 合并方差Ordered categories, 有序分类Polygon, 多边图Ordinal logistic regression , 序数逻辑斯蒂回归Polynomial, 多项式Ordinal variable, 有序变量Polynomial curve, 多项式曲线Orthogonal basis, 正交基Population, 总体Orthogonal design, 正交试验设计Population attributable risk, 人群归因危险度Orthogonality conditions, 正交条件Positive correlation, 正相关ORTHOPLAN, 正交设计Positively skewed, 正偏Outlier cutoffs, 离群值截断点Posterior distribution, 后验分布Power of a test, 检验效能Ratio, 比例Precision, 精密度Raw data, 原始资料Predicted value, 预测值Raw residual, 原始残差Preliminary analysis, 预备性分析Rayleigh' s test, 雷氏检验Principal component analysis, 主成分分析Rayleigh' s Z,雷氏Z 值Prior distribution, 先验分布Reciprocal, 倒数Prior probability, 先验概率Reciprocal transformation, 倒数变换Probabilistic model, 概率模型Recording, 记录probability, 概率Redescending estimators, 回降估计量Probability density, 概率密度Reducing dimensions, 降维Product moment, 乘积矩/协方差Re-expression, 重新表达Profile trace, 截面迹图Reference set, 标准组Proportion, 比/构成比Region of acceptance, 接受域Proportion allocation in stratified random sampling, 按比例分Regression coefficient, 回归系数层随机抽样Regression sum of square, 回归平方和Proportionate, 成比例Rejection point, 拒绝点Proportionate sub-class numbers, 成比例次级组含量Relative dispersion, 相对离散度Prospective study, 前瞻性调查Relative number, 相对数Proximities, 亲近性Reliability, 可靠性Pseudo F test, 近似F 检验Reparametrization, 重新设置参数Pseudo model, 近似模型Replication, 重复Pseudo sigma, 伪标准差Report Summaries, 报告摘要Purposive sampling, 有目的抽样Residual sum of square, 剩余平方和Q Resistance, 耐抗性Resistant line, 耐抗线QR decomposition, QR 分解Resistant technique, 耐抗技术Quadratic approximation, 二次近似R-estimator of location, 位置R 估计量Qualitative classification, 属性分类R-estimator of scale, 尺度R 估计量Qualitative method, 定性方法Retrospective study, 回顾性调查Quantile-quantile plot, 分位数-分位数图/Q-Q 图Ridge trace, 岭迹Quantitative analysis, 定量分析Ridit analysis , Ridit 分析Quartile, 四分位数Rotation, 旋转Quick Cluster, 快速聚类Rounding, 舍入R Row, 行Row effects, 行效应Radix sort, 基数排序Row factor, 行因素Random allocation, 随机化分组RXC table, RXC 表Random blocks design, 随机区组设计SRandom event, 随机事件Randomization, 随机化Sample, 样本Range, 极差/全距Sample regression coefficient, 样本回归系数Rank correlation, 等级相关Sample size, 样本量Rank sum test, 秩和检验Sample standard deviation, 样本标准差Rank test, 秩检验Sampling error, 抽样误差Ranked data, 等级资料SAS(Statistical analysis system ),SAS 统计软件包Rate, 比率Scale, 尺度/量表Scatter diagram, 散点图Spurious correlation, 假性相关Schematic plot, 示意图/简图Square root transformation, 平方根变换Score test, 计分检验Stabilizing variance, 稳定方差Screening, 筛检Standard deviation, 标准差SEASON, 季节分析Standard error, 标准误Second derivative, 二阶导数Standard error of difference, 差别的标准误Second principal component, 第二主成分Standard error of estimate, 标准估计误差SEM (Structural equation modeling), 结构化方程模型Standard error of rate, 率的标准误Semi-logarithmic graph, 半对数图Standard normal distribution, 标准正态分布Semi-logarithmic paper, 半对数格纸Standardization, 标准化Sensitivity curve, 敏感度曲线Starting value, 起始值Sequential analysis, 贯序分析Statistic, 统计量Sequential data set, 顺序数据集Statistical control, 统计控制Sequential design, 贯序设计Statistical graph, 统计图Sequential method, 贯序法Statistical inference, 统计推断Sequential test, 贯序检验法Statistical table, 统计表Serial tests, 系列试验Steepest descent, 最速下降法Short-cut method, 简捷法Stem and leaf display, 茎叶图Sigmoid curve, S 形曲线Step factor, 步长因子Sign function, 正负号函数Stepwise regression, 逐步回归Sign test, 符号检验Storage, 存Signed rank, 符号秩Strata, 层(复数)Significance test, 显著性检验Stratified sampling, 分层抽样Significant figure, 有效数字Stratified sampling, 分层抽样Simple cluster sampling, 简单整群抽样Strength, 强度Simple correlation, 简单相关Stringency, 严密性Simple random sampling, 简单随机抽样Structural relationship, 结构关系Simple regression, 简单回归Studentized residual, 学生化残差/t 化残差simple table, 简单表Sub-class numbers, 次级组含量Sine estimator, 正弦Subdividing, 分割Single-valued estimate, 单值估计Sufficient statistic, 充分统计量Singular matrix, 奇异矩阵Sum of products, 积和Skewed distribution, 偏斜分布Sum of squares, 离差平方和Skewness, 偏度Sum of squares about regression, 回归平方和Slash distribution, 斜线分布Sum of squares between groups, 组间平方和Slope, 斜率Sum of squares of partial regression, 偏回归平方和Smirnov test, 斯米尔诺夫检验Sure event, 必然事件Source of variation, 变异来源Survey, 调查Spearman rank correlation, 斯皮尔曼等级相关Survival, 生存分析Specific factor, 特殊因子Survival rate, 生存率Specific factor variance, 特殊因子方差Suspended root gram, 悬吊根图Spectra , 频谱Symmetry, 对称Spherical distribution, 球型正态分布Systematic error, 系统误差Spread, 展布Systematic sampling, 系统抽样SPSS(Statistical package for the social science), SPSS Tags, 标签统计软件包Tail area, 尾部面积Tail length, 尾长Vague concept, 模糊概念Tail weight, 尾重Validity, 有效性Tangent line, 切线VARCOMP (Variance component estimation), 方差元素估计Target distribution, 目标分布Variability, 变异性Taylor series, 泰勒级数Variable, 变量Test( 检验) Variance, 方差Test of linearity, 线性检验Variation, 变异Tendency of dispersion, 离散趋势Varimax orthogonal rotation, 方差最大正交旋转Testing of hypotheses, 假设检验Volume of distribution, 容积Theoretical frequency, 理论频数W test, W 检验Time series, 时间序列Weibull distribution, 威布尔分布Tolerance interval, 容忍区间Weight, 权数Tolerance lower limit, 容忍下限Weighted Chi-square test, 加权卡方检验/Cochran 检验Tolerance upper limit, 容忍上限Weighted linear regression method, 加权直线回归Torsion, 扰率Weighted mean, 加权平均数Total sum of square, 总平方和Weighted mean square, 加权平均方差Total variation, 总变异Weighted sum of square, 加权平方和Transformation, 转换Weighting coefficient, 权重系数Treatment, 处理Weighting method, 加权法Trend, 趋势W-estimation, W 估计量Trend of percentage, 百分比趋势W-estimation of location, 位置W 估计量Trial, 试验Width, 宽度Trial and error method, 试错法Wilcoxon paired test, 威斯康星配对法/配对符号秩和检验Tuning constant, 细调常数Wild point, 野点/狂点Two sided test, 双向检验Wild value, 野值/狂值Two-stage least squares, 二阶最小平方Winsorized mean, 缩尾均值Two-stage sampling, 二阶段抽样Withdraw, 失访Two-tailed test, 双侧检验Youden's index, 尤登指数Two-way analysis of variance, 双因素方差分析Z test, Z 检验Two-way table, 双向表Zero correlation, 零相关Type I error, 一类错误/ α错误Z-transformation, Z 变换Type II error, 二类错误/ β错误UMVU, 方差一致最小无偏估计简称Unbiased estimate, 无偏估计Unconstrained nonlinear regression , 无约束非线性回归Unequal subclass number, 不等次级组含量Ungrouped data, 不分组资料Uniform coordinate, 均匀坐标Uniform distribution, 均匀分布Uniformly minimum variance unbiased estimate, 方差一致最小无偏估计Unit, 单元Unordered categories, 无序分类Unweighted least squares, 未加权最小平方法Upper limit, 上限Upward rank, 升秩。

移动通讯词汇中英对照

移动通讯词汇中英对照

移动通讯词汇中英对照小编为大家整理了移动通讯词汇中英对照,希望对你有帮助哦!移动通讯词汇中英对照一:压电效应 piezoelectric effect压控震荡器 voltage controlled oscillator (VCO)压控振荡器输入控制电压 VCO input control voltage压扩单边带调幅companding single sideband/amplitude modulation (CSSB/AM)压扩器 compander压缩器 compressor亚毫米波长 submillimeter wavelength延迟拨号信号 delay-dialing signal延迟角 delay angle延伸系统 stretch system严重故障 major fault盐雾试验 salt fog test验收试验 acceptance test扬声电话机 loudspeaking telephone set扬声器额定阻抗 rated impedance of loudspeaker扬声器功率 power of loudspeaker样值 sample遥测 telemetry, telemetering遥控 telecontrol遥信 telecommand遥导 teleguidance遥警 remote alarm野战通信系统 tactical communication system业务的非透明支持 non-transparent support of services业务协调 service interworking业务连线阻抗 service connection impedance业务轮廓 service profile业务轮廓管理 service profile management业务区 service area业务提供 provision业务信道 traffic channel业余业务 amateur service一次群(基群),数字群 primary block (digroup)一阶锁相环 first-order phase-locked loop一致性规范 conformity specification移带倒频 band-shift inversion移动台标志号码 mobile identification (MIN)移动地球站 mobile (satellite) earth station移动电台 mobile station移动设备 mobile equipment移动台被呼 mobile terminated (MT)移动台国际ISDN号码mobile station international ISDN number (MSISDN)移动台划分 mobile allocation (MA)移动台接入寻找 mobile access hunting (MAH)移动台漫游号码 mobile station roaming number (MSRN)移动台始呼 mobile originated (MO)移动台特性 mobile station feature移动通信系统 mobile communication system移动无线局 mobile switching center (MSC)移动业务 mobile service移动应用部 mobile application part (MAP)移动用户 mobile subscriber移动用户电话码 directory number (DN)移动终端 mobile termination (MT)已调波 modulated wave异步的 heterochronous异步通信 asynchronous communication异步网 nonsynchronized network“异或非”门 exclusive-NOR gate“异或”门 exclusive-OR gate抑躁输入信号电平 noise-quieting input-signal level抑制器,抑制部件 suppressor, suppression component抑制载波单边带发射 suppressed carrier SSB emission译码约束长度 decoding constraint length音节表 syllable chart音节清晰度 syllable articulation音节压扩 syllable companding音量控制 volume control音频保护比 AF protection ratio音频放大器 audio frequency amplifier音载负载 audio frequency load移动通讯词汇中英对照二:散射发射 spurious emission散射输出功率 spurious output power散射响应抗扰性 spurious response immunity散射响应频率 spurious response frequency散射窄带(射频)分量spurious narrow-bandwidth (RF) components再定时 retiming再起动规程 restart procedure再生 regeneration再生器 regeneration再生中继器 regenerative repeater再生中继站 regenerative relay station再现性 reproducibility在线测试 on-line testing载波 carrier载波电话 carrier telephone载波电话增音机 carrier telephone repeater载波电话终端机 carrier telephone terminal载波跌落 carrier drop载波功率 carrier power载波恢复 carrier recovery, carrier reinsertion载波检测多址 carrier sense multiple access (CSMA) 载波降低度 carrier reduction载波频率偏置 carrier frequency offset载波抑制度 carrier suppression载干比 carrier-to-interference ratio载体设备 vehicle equipment载躁比 carrier to noise ratio早期故障期 early fault period躁声带宽 noise bandwidth躁声功率 noise power躁声温度 noise temperature躁声系数 noise factor, noise figure躁声抑制 noise suppression增量调制 delta modulation (DM)增量调制编码 delta modulation code增强型定位报告系统 EPLRS增益控制 gain control增值业务 value added service窄带发射 narrowband emission窄带干扰 narrowband disturbance窄带器件 narrowband device占机信号 seizing signal占机证实信号 seizing-acknowledgement signal占空建立呼叫 on-air-call-set-up占线前标 seizure precursor占线测试 engaged test占用带宽 occupied bandwidth战略密码体制 strategic cipher system战术电台 tactical radio战术密码体制 tactical cipher system战术通信电子对抗系统tactical communication electronic warfare system折叠单极天线 folded monopole antenna折叠偶极天线 folded dipole antenna折射指数 refractive index折线编码律 segmented encoding law帧 frame帧定位 frame alignment帧定位时隙 frame alignment time slot帧定位信号 frame alignment signal帧定位恢复时间 frame alignment recovery time帧号码 frame number (FN)帧失位时间 out-of-frame alignment time帧同步码 frame synchronization code真迹电报 telewriting真空电子器件 vacuum electron device真空电容器 vacuum capacitor阵列天线 array antenna振荡 oscillation振荡器 oscillator振动试验 vibration test振幅键控 amplitude shift keying (ASK)振幅压扩单边带 amplitude companded SSB (ACSB)振铃音 ringing tone振鸣 howling整流 rectification正/零/负码速调整 positive/ zero/ negative justification正常检查 normal inspection正常充电 normal charging正常突发 normal burst正反码 positive and inverse code正交部分响应键控 quadrature partial response keying (QPRK) 正交调幅 quadrature amplitude modulation (QAM)正交调幅器 quadrature modulator正交调频 quadrature frequency hopping正交相干解调器 quadrature coherent demodulator正码速调整(正脉冲塞入) positive justification (positive pulse stuffing)正态分布 normal distribution正向话终信号 clear-forward signal支线 branch feeder直达线路 direct route直接波 direct wave直接长途拨号网 direct distance dial network直接分配 direct distribution直接呼叫 direct call直接检测 direct detection直接接入 direct access直接耦合放大器 direct-coupled amplifier直接调频 direct frequency modulation直接序列扩频 direct sequence spread spectrum (DS)直流/直流变换器 DC/DC converter直流放大器 DC amplifier直同连接延时 through-connection delay指配频带 assigned band指配频率 assigned frequency移动通讯词汇中英对照三:抗扰试验电平 immunity test level抗扰性电平 immunity level抗扰性限值 immunity limit抗扰性余量 immunity margin抗躁声送话器 antinoise microphone可编程终端 programmable terminal可变电容器微音效应 microphone effect of variable capacitor 可变分频器 variable division frequency divider可擦可编程只读存储器erasable programmable read only memory (EPROM)可达性 accessibility可服务性 serviceability可焊性 solderability可焊性试验 solderability test可见弧 visible arc可接收质量水平 acceptable quality level可靠性 reliability可靠性测试 reliability testing可靠性分配 reliability allocation可靠性和维修性保证 reliability and maintainability assurance 可靠性设计 reliability design可靠性预计 reliability prediction可靠性增长 reliability growth可拓展性 expansibility可视电话 television telephone可视电话机 television telephone set可适应性 adaptability可调数位时隙(可塞入数位时隙) adjustable digit time slot (stuffable digit time slot)可听声 audible sound可维修性 maintainability可信度 certainty factor可移植性 portability可用场强 usable field strength可用功率通量密度 usable power flux density (Pu)可用时间 available time可用性 availability可预置分频器分频比 prescalar divider division ratio可重用性 reusability客观评价 objective evaluation空分 space division空分多址 space division multiple address (SDMA)空间分集 space diversity空间激光通信 laser space communication空间探测器 space probe空间无线电通信 space radiocommunication空间系统 space system空间站(电台) space station空深网 deep space network (DSN)空闲信道 idle channel空闲信道检测 idle channel detection空中交通管制 air traffic control (ATC)控位卫星 station-keeping satellite控制台 console控制系统 control system控制系统的程序 program of control system控制系统误差 control system error控制信道 control channel (CCH)控制信号 control signal口令 password块结束符 end of block (EOB)块校验规程 block check procedure快捕带 fast pull-in range快闪要求 flash request宽带发射 broadband emission宽带干扰 broadband disturbance宽带器件 broadband device宽带射频功率放大器wideband radio frequency power amplifier宽带数据峰值频偏 wideband data peak frequency deviation 宽频段电台 wide band station扩频 spread spectrum扩展频谱通信 spread spectrum communication扩展器 expandor扩展耗损 spreading loss扩展卷积码 diffuse convolutional codes。

计量经济学中英文词汇对照

计量经济学中英文词汇对照

Controlled experiments Conventional depth Convolution Corrected factor Corrected mean Correction coefficient Correctness Correlation coefficient Correlation index Correspondence Counting Counts Covaห้องสมุดไป่ตู้iance Covariant Cox Regression Criteria for fitting Criteria of least squares Critical ratio Critical region Critical value
Asymmetric distribution Asymptotic bias Asymptotic efficiency Asymptotic variance Attributable risk Attribute data Attribution Autocorrelation Autocorrelation of residuals Average Average confidence interval length Average growth rate BBB Bar chart Bar graph Base period Bayes' theorem Bell-shaped curve Bernoulli distribution Best-trim estimator Bias Binary logistic regression Binomial distribution Bisquare Bivariate Correlate Bivariate normal distribution Bivariate normal population Biweight interval Biweight M-estimator Block BMDP(Biomedical computer programs) Boxplots Breakdown bound CCC Canonical correlation Caption Case-control study Categorical variable Catenary Cauchy distribution Cause-and-effect relationship Cell Censoring

stata期末考试题目及答案

stata期末考试题目及答案

stata期末考试题目及答案一、选择题(每题2分,共20分)1. 在Stata中,用于生成新变量的命令是:A. generateB. replaceC. dropD. rename答案:A2. 下列哪个命令可以用来描述数据集中的变量?A. describeB. listC. tabulateD. sum答案:A3. 若要计算变量x和y的平均值,应使用以下哪个命令?A. mean x yB. summarize x yC. average x yD. meanby x y答案:B4. 以下哪个命令可以用于回归分析?A. regressB. correlateC. tabulateD. describe答案:A5. 要将数据集保存为.dta格式,应使用哪个命令?A. saveB. exportC. writeD. saveas答案:A6. 在Stata中,如何查看当前数据集中的所有变量?A. listB. describeC. showD. display答案:B7. 要对数据集中的连续变量进行分组,应使用哪个命令?A. groupB. byC. tabulateD. collapse答案:D8. 以下哪个命令可以用来绘制散点图?A. scatterB. lineC. barD. histogram答案:A9. 若要对数据集中的变量进行标准化处理,应使用哪个命令?A. standardizeB. normalizeC. genD. replace答案:A10. 在Stata中,如何生成一个随机数序列?A. randomB. runiformC. rnormalD. genr答案:B二、简答题(每题5分,共30分)1. 解释Stata中“merge”命令的基本用法。

答案:Stata中的“merge”命令用于合并两个数据集。

基本用法是指定要合并的两个数据集的关键字(即两个数据集中共有的变量),然后使用“1:1”、“1:m”或“m:1”等比例来指示数据集之间的关系。

群组加权定位和累积回归包说明书

群组加权定位和累积回归包说明书

Package‘groupWQS’October13,2022Type PackageTitle Grouped Weighted Quantile Sum RegressionVersion0.0.3Author David Wheeler,Matthew CarliMaintainer Matthew Carli<******************.edu>Description Fits weighted quantile sum(WQS)regressions for one or more chemical groups with con-tinuous or binary outcomes.Wheeler D,Czarnota J.(2016)<doi:10.1289/isee.2016.4698>. License GPL-3Encoding UTF-8LazyData trueRoxygenNote7.0.2Depends R(>=3.2.1)Imports Rsolnp,glm2,stats,graphics,MASS,rjagsSuggests knitr,rmarkdown,testthatVignetteBuilder knitrNeedsCompilation noRepository CRANDate/Publication2020-06-2718:10:02UTCR topics documented:gwqs.fit (2)make.X (3)make.x.s (4)simdata (5)weight.plot (6)WQSdata (6)Index812gwqs.fit gwqs.fit Grouped WQS RegressionDescriptionThis functionfits a grouped weighted quantile sum(GWQS)regression model.Usagegwqs.fit(y,y.train=NULL,x,x.train=NULL,z=NULL,z.train=NULL,x.s,B=100,n.quantiles=4,pars=NULL,func,ineqLB=NULL,ineqUB=NULL,tol=1e-06,delta=1e-06)Argumentsy A vector containing outcomes for validation.y.train A vector containing outcomes for training.If left as NULL the validation data will be used for training as well.x A matrix of component data for validation.x.train A matrix of component data for training.If left as NULL the validation data will be used for training as well.z A vector or matrix of covariates for validation.z.train A vector or matrix of covariates for training.If left as NULL the validation data will be used for training as well.x.s A vector of the number of components in each index.B The number of bootstrap samples,must be1or more.n.quantiles The number of quantiles to apply to data.pars A vector of initial values,listed in order:beta naught intercept and group index beta coefficients,individual chemical weight coefficients,and covariate coeffi-cients.make.X3 func The objective function to be used(must match outcome data type);currently only fun args"continuous"or"binary"are supported.ineqLB Vector of lower bounds for betas and weights,set to-2by default.ineqUB Vector of upper bounds for betas and weights,set to2be default.tol Tolerance level for bootstrap convergence.delta Step size for bootstrap procedure.ValueA list of3containing the GWQS estimate based on calculated weights,the GWQS modelfit tovalidation data,and weight estimatesExamplesdata("WQSdata")group_list<-list(c("X1","X2","X3"),c("X4","X7"),c("X5","X6","X9","X8"))x.s<-make.x.s(WQSdata,3,group_list)X<-make.X(WQSdata,3,group_list)Y<-WQSdata$yresults<-gwqs.fit(y=Y,x=X,x.s=x.s,B=1,func="continuous")make.X Forms matrix of componentsDescriptionThis function returns a matrix of component variables,X.The user can specify the desired chemicals and order by creating a list of string vectors,each vector containing the variable names of all desired elements of that group.Usagemake.X(df,num.groups,groups)Argumentsdf A dataframe containing named component variablesnum.groups An integer representing the number of component groups desiredgroups A list,each item in the list being a string vector of variable names for one com-ponent groupValueA matrix of component variables4make.x.s Examplesdata("WQSdata")group_list<-list(c("X1","X2","X3"),c("X4","X7"),c("X5","X6","X9","X8"))X<-make.X(WQSdata,3,group_list)Xmake.x.s Forms component group ID vector of XDescriptionThis function returns a vector which lets WQS.fit know the size and order of groups in XUsagemake.x.s(df,num.groups,groups)Argumentsdf A dataframe containing named component variablesnum.groups An integer representing the number of component groups desiredgroups A list,each item in the list being a string vector of variable names for one com-ponent groupValueA vector of integers,each integer relating how many columns are in each groupExamplesdata("WQSdata")group_list<-list(c("X1","X2","X3"),c("X4","X7"),c("X5","X6","X9","X8"))x.s<-make.x.s(WQSdata,3,group_list)x.ssimdata5 simdata Simulated data of chemical concentrations and one binary outcomevariableDescriptionData simulated to have.7in-group correlation and.3between-group correlation.There are three groups,the third being significantly correlated to the outcome variableUsagesimdataFormatA data frame with1000rows and15variables:pcb_118a numeric vector;part of group1pcb_138a numeric vector;part of group1pcb_153a numeric vector;part of group1pcb_180a numeric vector;part of group1pcb_192a numeric vector;part of group1as a numeric vector;part of group2cu a numeric vector;part of group2pb a numeric vector;part of group2sn a numeric vector;part of group2carbaryl a numeric vector;part of group3propoxur a numeric vector;part of group3methoxychlor a numeric vector;part of group3diazinon a numeric vector;part of group3chlorpyrifos a numeric vector;part of group3Y a numeric vector;the outcome variableweight.plot Generates Plots of weights by groupDescriptionThis function takes the object created by the wqs.fit function and a vector of group names and generates a random forest variable importance plot for each group.The weights in each group are listed in descending order.Usageweight.plot(fit.object,s)Argumentsfit.object The object that is returned by the wqs.fit functions A string vector containing the name of each group included in the GWQS re-gression.Will be used for plot titles.ValueA plot for each group of the GWQS regressionExamplesdata("WQSdata")group_list<-list(c("X1","X2","X3"),c("X4","X7"),c("X5","X6","X9","X8"))chem_groups<-c("PCBs","Metals","Insecticides")x.s<-make.x.s(WQSdata,3,group_list)X<-make.X(WQSdata,3,group_list)Y<-WQSdata$yresults<-gwqs.fit(y=Y,x=X,x.s=x.s,B=1,func="continuous")weight.plot(results,chem_groups)WQSdata Simulated data of chemical concentrations and one continuous out-come variableDescriptionCorrelation and concentration patterns were loosely based on NHL data.UsageWQSdataFormatA data frame with1000rows and10variables:X1a numeric vectorX2a numeric vectorX3a numeric vectorX4a numeric vectorX5a numeric vectorX6a numeric vectorX7a numeric vectorX8a numeric vectorX9a numeric vectory a numeric vector;the outcome variableIndex∗datasetssimdata,5WQSdata,6gwqs.fit,2make.X,3make.x.s,4simdata,5weight.plot,6WQSdata,68。

AP统计学题目与解析

AP统计学题目与解析

1. A random sample of two observations is taken from a population that is normally distributed with a mean of 100 and a standard deviation of 5. Which of the following is closest to the probability that the sum of the two observations is greater than 221?A. 0.0015B. 0.0250C. 0.0500D. 0.4500E. 0.9985Answer :AAnalysis :本题考查正态变量大于某个数的概率。

P(X>221) = P(Z>24.2) = 0.00152. Let X represent a random variable whose distribution is normal, with a mean of 100 and a standard deviation of 10. Which of the following is equivalent to P(X >115)?A. P(x < 115)B. P(x <= 115)C. P(x < 85)D. P(85 < x < 115)E. 1 - P(x < 85) Answer :CAnalysis :本题考查正态分布的对称性。

均值为100,那么和115对称的就是100-15 = 85。

3. Suppose that public opinion in a large city is 65 percent in favor of increasing taxes to support the public school system and 35 percent against such an increase. If a random sample of 500 people from this city are interviewed, what is the approximate probability that more than 200 of these people will be against increasing taxes?A.200300500(0.65)(0.35)200⎛⎫ ⎪⎝⎭B.200300500(0.35)(0.65)200⎛⎫ ⎪⎝⎭C.P z ⎛⎫⎪ > ⎝D.P z ⎛⎫ ⎪ > ⎝E.P z ⎛⎫⎪ > ⎝Answer :E Analysis :本题考查二项用正态模拟。

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A Variable Group Block Distribution Strategy for DenseFactorizations on Networks of HeterogeneousComputersAlexey Lastovetsky,Ravi ReddyDepartment of Computer Science,University College Dublin,Belfield,Dublin4,Ireland{stovetsky,manumachu.reddy}@ucd.ieAbstract.In this paper,we present a static data distribution strategy called Vari-able Group Block distribution to optimize the execution of factorization of adense matrix on a network of heterogeneous computers.The distribution is basedon a functional performance model of computers,which tries to capture differ-ent aspects of heterogeneity of the computers including the(multi-level)memorystructure and paging effects.1IntroductionThe paper presents a static data distribution strategy called Variable Group Block dis-tribution to optimize the execution of factorization of a dense matrix on a network of heterogeneous computers.The Variable Group Block distribution strategy is a modifi-cation of Group Block distribution strategy,which was proposed in[1]for1D parallel Cholesky factorization,developed into a more general2D distribution strategy in[2] and applied to1D LU factorization in[3],[4].The Group Block distribution strategy is based on the performance model,which represents the speed of each processor by a constant positive number and computations are distributed amongst the processors such that their volume is proportional to this speed of the processor.However the single number model is efficient only if the relative speeds of the processors involved in the execution of the application are a constant function of the size of the problem and can be approximated by a single number.This is true mainly for homogeneous distributed memory systems where:–The processors have almost the same size at each level of their memory hierarchies, and–Each computational task assigned to a processorfits in its main memory.But the model becomes inefficient in the following cases:–The processors have significantly different memory structure with different sizes of memory at each level of memory hierarchy.Therefore,beginning from some problem size,the same task will stillfit into the main memory of some processors and stopfitting into the main memory of others,causing the paging and visible degradation of the speed of these processors.This means that their relative speed will start significantly changing in favor of non-paging processors as soon as the problem size exceeds the critical value.–Even if the processors of different architectures have almost the same size at each level of the memory hierarchy,they may employ different paging algorithms re-sulting in different levels of speed degradation for the task of the same size,which again means the change of their relative speed as the problem size exceeds the threshold causing the paging.Thus considering the effects of processor heterogeneity,memory heterogeneity,and the effects of paging significantly complicates the design of algorithms distributing compu-tations in proportion with the relative speed of heterogeneous processors.One approach to this problem is to just avoid the paging as it is normally done in the case of paral-lel computing on homogeneous multi-processors.However avoiding paging in local and global heterogeneous networks may not make sense because in such networks it is likely to have one processor running in the presence of paging faster than other proces-sors without paging.It is even more difficult to avoid paging in the case of distributed computing on global networks.There may not be a server available to solve the task of the size you need without paging.Therefore,to achieve acceptable accuracy of distribution of computations across heterogeneous processors in the possible presence of paging,a more realistic perfor-mance model of a set of heterogeneous processors is needed.In[5],we suggested a functional performance model of computers that integrates some of the essential fea-tures underlying applications run on general-purpose common heterogeneous networks, such as the processor heterogeneity in terms of the speeds of the processors,the mem-ory heterogeneity in terms of the number of memory levels of the memory hierarchy and the size of each level of the memory hierarchy,and the effects of paging.Under this model,the speed of each computer is represented by a continuous and relatively smooth function of problem size.The Variable Group Block distribution strategy presented in this paper uses this functional performance model to optimize the execution of factorization of a dense square matrix on a network of heterogeneous computers.The functional model does not take into account the effects on the performance of the processor caused by several users running heavy computational tasks simultane-ously.It supposes only one user running heavy computational tasks and multiple users performing routine computations and communications,which are not heavy like email clients,browsers,audio applications,text editors etc.The rest of the paper is organized as follows.In the next section,we present the Variable Group Block distribution strategy.We then show experimental results on a local network of heterogeneous computers to demonstrate the efficiency of the Variable Group Block Distribution strategy over the Group Block Distribution Strategy.2Variable Group Block DistributionBefore we present our Variable Group Block distribution strategy,we briefly explain the LU Factorization algorithm of a dense(n×b)×(n×b)square matrix A,one step of which is shown in Figure1.n is the number of blocks of size b×b[6],[7].On a ho-mogeneous p-processor linear array,a CYCLIC(b)distribution of columns is used to distribute the matrix A.The cyclic distribution would assign columns of blocks withFig.1.One step of the LU factorization algorithm of a dense square matrix(n×b)×(n×b). numbers0,1,2,...,n-1to processors0,1,2,...,p-1,0,1,2,...,p-1,0,...,respectively,for a p-processor linear array(n p),until all n columns of blocks are assigned.At each step of the algorithm,the processor that owns the pivot block factors it and broadcasts it to all the processors,which update their remaining blocks.At the next step,the next column of b×b blocks becomes the pivot panel,and the computation progresses.Fig-ure1shows how the column panel,L11and L21,and the row panel,U11and U12,are computed and how the trailing submatrix A22is updated.Because the largest fraction of the work takes place in the update of A22,therefore,to obtain maximum parallelism all processors should participate in the updating.Since A22reduces in size as the compu-tation progresses,a cyclic distribution is used to ensure that at any stage A22is evenly distributed over all processors,thus obtaining a balanced load.Two load balancing algorithms,namely,Group Block algorithm and Dynamic Pro-gramming algorithm[7]have been proposed to obtain optimal static distribution over p heterogeneous processors arranged in a linear array.The Group Block distribution partitions the matrix into groups(or generalized blocks in terms of[2]),all of which have the same number of blocks.The number of blocks per group(size of the group) and the distribution of the blocks in the group amongst the processors arefixed and are determined based on speeds of the processors,which are represented by a single con-stant number.Same is the case with Dynamic Programming distribution except that the distribution of the blocks in the group amongst the processors is determined based on dynamic programming algorithm.We propose a static distribution strategy called Variable Group Block distribution, which is a modification of the Group Block algorithm.It uses the functional model where absolute speed of the processor is represented by a function of a size of the problem.Since the Variable Group Block distribution uses the functional model where absolute speed of the processor is represented by a function of a size of the problem, the distribution uses absolute speeds at each step of the LU factorization that are based on the size of the problem solved at that step.That is at each step,the number of blocks per group and the distribution of the blocks in the group amongst the processors areFig.2.The matrix A is partitioned using Variable Group Block distribution.The size of the matrixis shown in blocks of size b×b.Thisfigure illustrates the distribution for n=18,b=32,p=3.The distribution inside groups G1,G2,and G3are{2,1,1,0,0,0},{2,1,0,0,0},and{2,2,1,1,0,0,0}.At each step of the distribution,the absolute speed of the processor is obtained based on the updateof the trailing matrix.Since the Variable Group Block distribution uses the functional model where the absolute speed of the processor is represented by a function of the problem size,the distribution uses absolute speeds at each step that are based on the size of the problem solved at that step.determined based on absolute speeds of the processors given by the functional model, which are based on solving the problem size at that step.Thus it takes into account the effects of(multi-level)memory structure and paging.Figure2illustrates the Variable Group Block distribution of a dense square(n×b)×(n×b) matrix A over p heterogeneous processors.The Variable Group Block distribution is a static data distribution that vertically partitions the matrix into m groups of blocks of size b whose column sizes are g1,g2,...,g m as shown in Figure2.The groups are non-square matrices of sizes(n×b)×(g1×b),(n×b)×(g2×b),..., (n×b)×(g m×b)respectively.The steps involved in the distribution are:1.The size g1of thefirst group G1of blocks is calculated as follows:–Using the data partitioning algorithm[5],we obtain an optimal distribution ofmatrix A such that the number of blocks assigned to each processor is pro-portional to the speed of the processor.The optimal distribution derived isgiven by(x i,s i)(0≤i≤p−1),where x i is the size of the subproblem suchthat∑p−1i=0x i=n2and s i is the absolute speed of the processor used to com-pute the subproblem x i for processor i.Calculate the load index l i=s i∑p−1k=0s k(0≤i≤p−1).–The size of the group g1is equal to 1/min(l i) (0≤i≤p−1).If g1/p<2, then g1= 2/min(l i) .This condition is imposed to ensure there is sufficient number of blocks in the group.–This group G1is now partitioned such that the number of blocks g1,i is propor-tional to the speeds of the processors s i where∑p−1i=0g1,i=g1(0≤i≤p−1). 2.To calculate the size g2of the second group,we repeat step1for the number ofblocks equal to(n-g1)2in matrix A.This is represented by the sub-matrix A n-g1,n-g1Table 1. Specifications of the twelve computers. Paging is the size of the matrix beyond which point paging started happening.Machine Name Architecture cpuMHzTotalMainMemory(kBytes)AvailableMainMemory(kBytes)Cache(kBytes)Paging(LU)X1 Linux 2.4.20-20.9 i686Intel Pentium III997 513304 363264 256 6000X2 Linux 2.4.18-3 i686Intel Pentium III997 254576 65692 256 5000X3 Linux 2.4.20-20.9bigmemIntel(R) Xeon(TM)2783 7933500 2221436 512 11000X4 Linux 2.4.20-20.9bigmemIntel(R) Xeon(TM)2783 7933500 3073628 512 11000X5 Linux 2.4.18-10smpIntel(R) XEON(TM)1977 1030508 415904 512 8500X6 Linux 2.4.18-10smpIntel(R) XEON(TM)1977 1030508 364120 512 8500X7 Linux 2.4.18-10smpIntel(R) XEON(TM)1977 1030508 215752 512 8000X8 Linux 2.4.18-10smpIntel(R) XEON(TM)1977 1030508 134400 512 6500X9 Linux 2.4.18-10smpIntel(R) XEON(TM)1977 1030508 134400 512 6500X10 SunOS 5.8 sun4u sparcSUNW,Ultra-5_10440 524288 409600 2048 5000X11 SunOS 5.8 sun4u sparcSUNW,Ultra-5_10440 524288 418816 2048 5000X12 SunOS 5.8 sun4u sparcSUNW,Ultra-5_10440 524288 395264 2048 5000shown in Figure2.We recursively apply this procedure until we have fully verti-cally partitioned the matrix A.3.For algorithms such as LU Factorization,only blocks below the pivot are updated.The global load balancing is guaranteed by the distribution in groups;however,for the group that holds the pivot it is not possible to balance the workload due to the lack of data.Therefore it is possible to reduce the processing time if the last blocks in each group are assigned to fastest processors,that is when there is not enough data to balance the workload then it should be the fastest processors doing the work.That is in each group,processors are reordered to start from the slowest processors to the fastest processors for load balance purposes.In LU Factorization,the size of the matrix shrinks as the computation goes on.This means that the size of the problem to be solved shrinks with each step.Consider thefirst step.After the factorization of thefirst block of b columns,there remain n-1blocks of b columns to be updated.At the second step,the number of blocks of b columns to update is only n-2.Thus the speeds of the processors to be used at each step should be based on the size of the problem solved at each step,which means that for thefirst step,the absolute speed of the processors calculated should be based on the update of n-1blocks of b columns and for the second step,the absolute speed of the processors calculated should be based on the update of n-2blocks of b columns.Since the Variable Group Block distribution uses the functional model where absolute speed of the processor is represented by a function of a size of the problem,the distribution uses absolute speeds at each step that are calculated based on the size of the problem solved at that step.For two dimensional processor grids,the Variable Group Block algorithm is applied to columns and rows independently.3Experimental ResultsA small heterogeneous local network of12different Solaris and Linux workstations shown in Table1is used in the experiments.The network is based on100Mbit Ethernet with a switch enabling parallel communications between the computers.The amount of memory,which is the difference between the main memory and free main memory shown in the tables,is used by the operating system processes and few other user appli-cation processes that perform routine computations and communications such as email clients,browsers,text editors,audio applications etc.These processes use a constant percentage of CPU.For the parallel LU factorization application,the absolute speed of a processor must be obtained based on the execution of DGEMM routine on a dense non-square matrix of size m1×m2.The reason is that the computational cost of the application mainly falls into the update of the trailing submatrix,which is performed by this routine.Even though there are two parameters m1and m2representing the size of the problem,the parameter m1isfixed and is equal to n during the application of the set partitioning algorithm[5].To apply the set partitioning algorithm to determine the optimal data distribution for such an application,we need to extend it for problem size represented by two para-meters,m1and m2.The speed function of a processor is geometrically a surface when represented by a function of two parameters s=f(m1,m2).However since the parame-ter m1isfixed and is equal to n,the surface is reduced to a line s=f(m1,m2)=f(n,m2). The set partitioning algorithm can be extended here easily to obtain optimal solutions for problem spaces with two or more parameters representing the problem size.Each such problem space is reduced to a problem formulated using a geometric approach and tackled by extensions of our geometric set-partitioning algorithm.Con-sider for exam-ple the case of two parameters representing the problem size where neither of them is fixed.In this case,the speed functions of the processors are represented by surfaces. The optimal solution provided by a geometric algorithm would divide these surfaces to produce a set of rectangular partitions equal in number to the number of processors such that the number of elements in each partition(the area of the partition)is proportional to the speed of the processor.The absolute speed of the processor in number offloating point operations per sec-ond is calculated using the formula(2×n×b×n×b)/(execution time)where n×b is the size of the dense square matrix.The computer X6exhibited the fastest speed of130 MFlops for execution of DGEMM routine on a dense8500×8500matrix whereas the computer X1exhibited the lowest speed of19MFlops for execution of DGEMM rou-tine on a dense4500×4500matrix.The ratio130/19≈6.8suggests that the processor set is reasonably heterogeneous and it should also be noted that paging has not started happening at this problem size for both the computers.We use a piece-wise linear function approximation to represent the speed function [5].This approximation of speed function for a processor is built using a set of few experimentally obtained points.The block size b used in the experiments is32,which is typical for cache-based workstations[3],[8].Figure3shows the speedup of the LU Factorization application using the Variable Group Block distribution strategy over the application using the Group Block Distri-Fig.3.Speedup of Variable Group Block Distribution over Group Block Distribution.For the Group Block Distribution,the single number speeds are obtained using DGEMM for a dense square matrix.For the solid lined curve,the matrix used is of size2000×2000.For the dashed curve,the matrix used is of size5000×5000.bution strategy.The speedup calculated is the ratio of the execution time of the LU Factorization application using the Group Block distribution strategy over the execu-tion time of the application using the Variable Group Block Distribution strategy.4Conclusions and future workIn this paper,we presented a static data distribution strategy called Variable Group Block distribution to optimize the execution of factorization of a dense matrix on a network of heterogeneous computers.The distribution is based on a functional perfor-mance model of computers,which integrates some of the essential features underly-ing applications run on general-purpose common heterogeneous networks,such as the processor heterogeneity in terms of the speeds of the processors,the memory hetero-geneity in terms of the number of memory levels of the memory hierarchy and the size of each level of the memory hierarchy,and the effects of paging.Future work would involve extension of Variable Group Block distribution strategy to optimize the execution of factorization of a dense matrix on a heterogeneous network of computers using a functional model that would incorporate communication cost para-meters,namely,latency and the bandwidth of the communication links interconnecting the processors.References1.Arapov,D.,Kalinov,A.,Lastovetsky,A.,Ledovskih,I.:Experiments with mpC:Efficient Solving Regular Problems on Heterogeneous Networks of Computers via Irregularization.Pro-ceedings of the5th International Symposium on Solving Irregularly Structured Problems in Parallel(IRREGULAR’98),Lecture Notes in Computer Science,V ol.1457,(1998)332–3432.Kalinov,A.,Lastovetsky,A.:Heterogeneous Distribution of Computations While Solving Linear Algebra Problems on Networks of Heterogeneous Computers.Proceedings of the7th International Conference on High Performance Computing and Networking Europe(HPCN Europe’99),Lecture Notes in Computer Science,V ol.1593,(1999)191–2003.Barbosa,J.,Tavares,J.,Padilha,A.J.:Linear Algebra Algorithms in a Heterogeneous Cluster of Personal Computers.Proceedings of the9th Heterogeneous Computing Workshop(HCW 2000)147-1594.Barbosa,J.,Morais,C.N.,Padilha,A.J.:Simulation of Data Distribution Strategies for LU Factorization on Heterogeneous Machines.Proceedings of the17th International Parallel and Distributed Processing Symposium(IPDPS2003)stovetsky,A.,Reddy,R.:Data Partitioning with a Realistic Performance Model of Net-works of Heterogeneous Computers.Proceedings of the18th International Parallel and Distrib-uted Processing Symposium(IPDPS2004)6.Choi,J.,Dongarra,J.,Ostrouchov,L.S.,Petitet,A.P.,Walker,D.W.,Whaley,R.C.:The De-sign and Implementation of the ScaLAPACK LU,QR,and Cholesky Factorization Rou-tines. Scientific Programming,V ol.5,(1996)173-1847.Beaumont,O.,Boudet,V.,Petitet,A.,Rastello,F.,Robert,Y.:A Proposal for a Heterogeneous Cluster ScaLAPACK(Dense Linear Solvers).IEEE Transactions on Computers,V ol.50,(2001) 1052–10708.Blackford,L.S.,Choi,J.,Cleary,A.,DAzevedo,E.,Demmel,J.,Dhillon,I.,Dongarra,J., Hammarling,S.,Henry,G.,Petitet,A.,Stanley,K.,Walker,D.,Whaley,R.C.:ScaLAPACK Users Guide.SIAM(1997)。

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