Curious Variables Experiment (CURVE). CCD Photometry of V419 Lyr in its 2006 July Superoutb

合集下载

minitab 在质量管理中的英语-培训笔记

minitab 在质量管理中的英语-培训笔记

1.Pareto图得出关键少数(找出众多问题中的主要问题,优先排钱)2.用因果(鱼骨)图分析主要问题的原因(观点),末端原因应能一眼看出对策(员工未按标准作业执行,不能成为末端原因)3.用散点图(采集数据大于30个)验证因果是否具有相关性4.直方图(采集数据大于30个)显示数据频度分布,拟合的曲线为正态分布曲线分布的均值:衡量数据的准确性标准差:数据的精确性(标准差越小,精确度越好)6倍标准差(包含99.73%的数据)=过程能力(身高差超过6*15.47的可能性很小)5. 单值图,箱线图,时间序列图6.测量系统分析(需增加2张手机拍的图)A.交叉(不破坏)此图只具有参考意义测量值*测量员体现重复性来源标准差(SD) (6 * SD) 异 (%SV) (SV/Toler)合计量具 R&R 0.067596 0.40558 33.56 40.56(两者都小于10%,合格;10%~30%测量关键特性,任意一个大于30%,不合格)重复性 0.032592 0.19555 16.18 19.56再现性 0.059220 0.35532 29.40 35.53(再现性影响更大)测量员 0.028470 0.17082 14.13 17.08测量员*洗衣粉袋 0.051928 0.31157 25.78 31.16部件间 0.189745 1.13847 94.20 113.85合计变异 0.201426 1.20856 100.00 120.86产品过程可区分的类别数 = 3(可区分类别数>10,优秀;大于等于5,不合格;小于5,不及格)(衡量分辨力)综上红色字体,以上测量系统不合格B.嵌套(破坏性)嵌套式与交叉式相比,缺少再现性图过程公差 = 16研究变异 %研究变 %公差来源标准差(SD) (6 * SD) 异 (%SV) (SV/Toler)合计量具 R&R 1.59164 9.5499 42.86 59.69重复性 1.59164 9.5499 42.86 59.69 再现性 0.00000 0.0000 0.00 0.00 部件间 3.35534 20.1321 90.35 125.83 合计变异 3.71371 22.2823 100.00 139.26可区分的类别数 = 2分析同上,测量系统不合格7.测量线性研究偏倚——点线性——计数型测量系统分析评定值的属性一致性分析检验员自身(重复性)评估一致性# 检 # 相检验员验数符数百分比 95 % 置信区间钱 6 3 50.00 (11.81, 88.19)孙 6 4 66.67 (22.28, 95.67)赵 6 6 100.00 (60.70, 100.00)# 相符数: 检验员在多个试验之间,他/她自身标准一致。

python中准确率曲线函数

python中准确率曲线函数

Python中准确率曲线函数一、概述在机器学习中,评估模型的准确率是非常重要的一环。

准确率曲线函数能够帮助我们分析模型的性能,找出最佳的阈值,并且是一种非常直观的评估方式。

本文将介绍Python中的准确率曲线函数,包括其原理、用法和实际应用。

二、准确率曲线函数的原理准确率曲线函数是一种衡量二分类模型性能的工具,它通过绘制不同阈值下的真阳性率(True Positive Rate, TPR)和假阳性率(False Positive Rate, FPR)的变化曲线来展现模型的表现。

TPR和FPR的定义如下:TPR = TP / (TP + FN)FPR = FP / (FP + TN)其中,TP代表真阳性,FN代表假阴性,FP代表假阳性,TN代表真阴性。

通过计算不同阈值下的TPR和FPR,我们可以绘制出准确率曲线,从而分析模型的性能。

三、准确率曲线函数的用法在Python中,我们可以利用scikit-learn库中的roc_curve函数来计算准确率曲线。

该函数的使用方法如下:```pythonfrom sklearn.metrics import roc_curvefpr, tpr, thresholds = roc_curve(y_true, y_score)```其中,y_true代表真实标签,y_score代表模型的得分。

该函数将返回不同阈值下的FPR、TPR和阈值,我们可以利用这些数据来绘制准确率曲线。

四、准确率曲线函数的实际应用下面以一个实际案例来展示准确率曲线函数的应用。

假设我们有一个二分类模型,我们可以先使用该模型对测试集进行预测,然后利用roc_curve函数计算准确率曲线。

我们可以利用matplotlib库来绘制该曲线,并找出最佳阈值。

```pythonimport matplotlib.pyplot as pltplt.plot(fpr, tpr, label='ROC curve (area = 0.2f)' roc_auc)plt.plot([0, 1], [0, 1], 'k--')plt.xlim([0.0, 1.0])plt.ylim([0.0, 1.05])plt.xlabel('False Positive Rate')plt.ylabel('True Positive Rate')plt.title('Receiver Operating Characteristic')plt.legend(loc="lower right")plt.show()```通过观察准确率曲线,我们可以找出最佳阈值,从而提高模型的性能。

分类变量的重复测量

分类变量的重复测量
分类变量的重复测量 资料分析
流行病与卫生统计学教研室 沈毅
2019.3.15
浙江大学医学院流行病与卫生统计学教研室 沈毅
分类变量(categorical variable)又称为定性变量(qualitative variable), 在工作中应用甚广。根据其不同的取值性质,又可分为3种类型: 第一种是名义刻度(nominal scale)的分类变量,它是按事物属性分类的变 量,如性别、职业等。在统计学上为了计算方便,将这些不同的属性进行数 量化处理,如男性赋值为1,女性赋值为2。这种数值只是作为属性的代码, 其间并无大小之分。
浙江大学医学院流行病与卫生统计学教研室 沈毅
把分类变量作为反应变量进行重复观察的情形在工 作中应用较广。在本书第九章第五节中介绍了二分类反 应变量的重复测量资料分析方法。
本章将介绍分类反应变量重复测量资料的一般分析 方法。主要介绍加权最小二乘法分析方法。第一节一个 总体的二分类反应重复测量资料的分析。
PROC CATMOD ORDER=DATA; WEIGHT count; RESPONSE marginals; MODEL year0*year3*year6=gender| _RESPONSE_/PRED=FREQ COV; REPEATED year;
浙江大学医学院流行病与卫生统计学教研室 沈毅
三、配合线性模型的步骤
表11.2为资料的原始记录形式,需要将其整理成边际 频数表的格式后再配合模型。计算步骤介绍如下。 1.首先用下列SAS程序计算边际合计数 程序中的subj 为受试者号,time1、time2、time3代表3个疗程。
浙江大学医学院流行病与卫生统计学教研室 沈毅
第二种为有序刻度(ordinal scale)的分类变量,它是根据事物呈现出的程度或 水平不同进行赋值。如临床化验结果用符号“-、+、++、+++”,文化程度用 “文盲、小学、中学、大学、研究生”来划分等级,在进行数量化处理时赋 值1、2、3、…。这里需要注意的是,1与2之差不一定等于2与3之差。 第三种是区间刻度(interval scale),如人口学统计中的年龄分组,“0-,10-, 20-,…”就是典型的例子。根据资料的性质,区间跨度有等距的,也有不等距 的。

python的科赫曲线代码绘制三阶六边形

python的科赫曲线代码绘制三阶六边形

python的科赫曲线代码绘制三阶六边形科赫曲线是一种分形。

其形态似雪花,又称科赫雪花、雪花曲线。

它最早《关于一条连续而无切线,可由初等几何构作的曲线》科赫曲线是deRham曲线的特例。

1.给定线段AB,科赫曲线可以由以下步骤生成:
2.将线段分成三等份(AC,CD,DB)
3.以CD为底,向外(内外随意)画一个等边三角形DMC
4.将线段CD移去
分别对AC,CM,MD,DB重复1~3。

科赫雪花是以等边三角形三边生成的科赫曲线组成的。

科赫雪
花的面积是
,其中S是原来三角形的边长。

每条科赫曲线的长度是无限大,它是连续而无处可微的曲线。

画法:
1、任意画一个正三角形,并把每一边三等分;
2、取三等分后的一边中间一段为边向外作正三角形,并把这“中间一段”擦掉;
3、重复上述两步,画出更小的三角形。

4、一直重复,直到无穷,所画出的曲线叫做科赫曲线。

和皮亚诺类似:
1、曲线任何处不可导,即任何地点都是不平滑的
2、总长度趋向无穷大
3、曲线上任意两点沿边界路程无穷大
4、面积是有限的
5、产生一个匪夷所思的悖论:"无穷大"的边界,包围着有限的面积。

roc曲线绘制原理 python

roc曲线绘制原理 python

ROC曲线,也称为受试者工作特征曲线,主要用于评估二分类模型的性能。

绘制ROC曲线的原理主要是通过改变分类模型的判定阈值,计算各个阈值下的真正例率(TPR)和假正例率(FPR),并将这些点连接起来形成曲线。

在Python中,可以使用scikit-learn库中的roc_curve和auc函数来绘制和计算ROC曲线。

具体步骤如下:1. 准备数据:包括测试集的标签(真实值)和模型预测的概率得分。

2. 利用roc_curve函数计算FPR和TPR:该函数需要两个参数,分别是模型预测的概率得分和测试集标签。

返回的结果还包括阈值。

3. 计算AUC:使用auc函数,将FPR和TPR作为输入参数,得到ROC曲线下的面积(AUC)。

以下是一段示例代码:```pythonfrom sklearn.metrics import roc_curve, aucimport matplotlib.pyplot as plt# 假设y_test为测试集结果,scores为模型预测的得分y_test = [0, 0, 1, 1]scores = [0.1, 0.4, 0.35, 0.8]# 计算roc_curvefpr, tpr, thresholds = roc_curve(y_test, scores)# 计算aucroc_auc = auc(fpr, tpr)# 绘制roc曲线plt.figure()lw = 2plt.plot(fpr, tpr, color='darkorange', lw=lw, label='ROC curve (area = %0.2f)' % roc_auc)plt.plot([0, 1], [0, 1], color='navy', lw=lw, linestyle='--')plt.xlim([0.0, 1.0])plt.ylim([0.0, 1.05])plt.xlabel('False Positive Rate')plt.ylabel('True Positive Rate')plt.title('Receiver operating characteristic example')plt.legend(loc="lower right")plt.show()```这段代码将绘制出一个ROC曲线,并计算出AUC值。

特殊函数与图像实验报告

特殊函数与图像实验报告
axis square
hold on
subplot(2,2,2)
[a,b]=meshgrid(-8:.3:8);%先生成一个网格
c=sqrt(a.^2+b.^2)+eps;
z=sin(c)./c;
mesh(a,b,z)
i=find(a.^2+b.^2>=64);
z1=z;z1(i)=NaN;
mesh(a,b,z1);
7、子图的绘制:subplot(m,n,p)
8、图像的修饰与其它函数:grid on 添加网格grid off 取消网格
holdon 保持图像窗口的图形
实验过程记录(含基本步骤、主要程序清单及异常情况记录等):
基本步骤:
第一步:在E盘上或其他盘上建立存储M文件的文件夹,命名为matlab
第二步:重设搜索路径,使其路径为第一步所建的文件夹
c=sqrt(a.^2+b.^2)+eps;
z=(sin(c)-c)./c;
mesh(a,b,z)
i=find(a.^2+b.^2>=121);
z1=z;z1(i)=NaN;
mesh(a,b,z1);
axis square
hold on
3、图三的球面,椭球面,单叶双曲面,双叶双曲面的的图像程序是:
subplot(2,2,1)
axis auto
4、图四的田螺线的图像程序是:
t=0:.1:30;
x=5*t.*cos(t);
y=5*t.*sin(t);
z=t.^2;
plot3(x,y,-z)
axis equal
5、图五马鞍面(颜色为灰色,有一个标题“马鞍面”)的图像程序是:

我的一次实验记忆巧克力英语作文

我的一次实验记忆巧克力英语作文

我的一次实验记忆巧克力英语作文Chocolate, a delectable confectionery delight, has captivated the palates of countless individuals across the globe for centuries. Its rich, complex flavor and velvety texture evoke a symphony of sensations, leaving an unforgettable impression on the human gustatory experience.As a curious and eager student, I embarked on an experiment to delve into the intricate world of chocolate, unraveling its secrets and exploring its captivating allure. My objective was to conduct a memory experiment toascertain the extent to which the consumption of chocolate influenced my ability to recall information.I designed a rigorous experimental protocol, meticulously controlling all variables that couldpotentially confound the results. The experiment consistedof two phases: a study phase and a test phase. During the study phase, I presented participants with a series of unfamiliar words and paired them with either chocolate or aneutral control substance. The chocolate condition involved consuming a small piece of dark chocolate, approximately 10 grams, while the control condition involved consuming a piece of unsweetened cracker.After a brief interval, participants entered the test phase, where they were asked to recall as many words as possible from the study phase. The number of wordscorrectly recalled was recorded for each participant in both the chocolate and control conditions.The results of my experiment yielded intriguinginsights into the relationship between chocolate consumption and memory. Statistical analysis revealed that participants who consumed chocolate during the study phase exhibited a significant improvement in their ability to recall words compared to those who consumed the neutral control substance. This finding suggests that chocolate may possess memory-enhancing properties, potentially due to its high concentration of flavonoids, which have been associated with improved cognitive function.To further validate my findings, I conducted a comprehensive literature review, delving into the existing body of research on the effects of chocolate on memory. Numerous studies have reported similar positive outcomes, indicating that chocolate consumption can enhance both short-term and long-term memory performance.One particularly compelling study, published in the journal "Appetite," investigated the impact of chocolate on episodic memory, which refers to the ability to recall specific events and experiences. The researchers found that participants who consumed chocolate prior to a memory task performed significantly better than those who consumed a placebo. This study suggests that chocolate may improve the encoding and consolidation of memories, leading to enhanced recall later on.Another study, published in the journal "Neurology," examined the relationship between chocolate consumption and cognitive decline in older adults. The researchers followed a group of elderly participants for several years, tracking their chocolate consumption and cognitive function. Theyfound that participants who consumed chocolate regularly had a lower risk of developing cognitive impairment and dementia compared to those who did not consume chocolate. This finding suggests that chocolate may have neuroprotective properties that help to preserve cognitive function as we age.In addition to its potential memory-enhancing effects, chocolate has also been linked to a number of other health benefits. For instance, chocolate contains high levels of antioxidants, which can help to protect cells from damage caused by free radicals. Some studies have also suggested that chocolate may improve cardiovascular health by lowering blood pressure and reducing the risk of blood clots.Overall, the evidence suggests that chocolate, particularly dark chocolate with a high cocoa content, offers a unique combination of culinary delight and potential health benefits. While further research is needed to fully understand the mechanisms by which chocolate exerts its effects on memory and other cognitive functions,the current findings provide a tantalizing glimpse into the potential of this delectable treat to enhance our cognitive abilities.In conclusion, my experiment, coupled with the wider body of research, provides compelling evidence that chocolate consumption can enhance memory performance. Whether enjoyed as a sweet indulgence or incorporated into a healthy diet, chocolate appears to possess cognitive-boosting properties that make it a delectable and potentially beneficial addition to our daily lives.。

validation_curve()的用法

validation_curve()的用法

validation_curve()的用法在机器学习的模型调参过程中,我们经常会用到模型的验证曲线。

而scikit-learn库中的validation_curve()功能就是用于产生模型验证曲线的。

本文将围绕validation_curve()的用法进行详细的阐述。

1. validation_curve()函数的定义validation_curve()函数可以用于生成模型的验证曲线。

该函数最常用的参数是estimator,param_name和param_range,其含义如下:- estimator: 机器学习算法,能够直接应用于数据集并进行学习的对象。

- param_name: 算法可调整参数的名称。

- param_range:算法可调整参数的取值范围。

同时,validation_curve()函数也可以接受一系列其他的输入参数,如train_scores,test_scores和error_score等,这些参数的默认值由sklearn.model_selection.validation_curve提供。

2. validation_curve()函数的用法接下来我们通过一个例子来详细阐述validation_curve()函数的用法。

下面是一份用于分类任务的Iris数据集:```from sklearn.datasets import load_irisfrom sklearn.model_selection import validation_curvefrom sklearn.neighbors import KNeighborsClassifierimport matplotlib.pyplot as pltiris = load_iris()X, y = iris.data, iris.targetparam_range = range(1, 20, 2)train_scores, test_scores = validation_curve(KNeighborsClassifier(),X, y,param_name='n_neighbors',param_range=param_range,cv=10)train_mean = np.mean(train_scores, axis=1)test_mean = np.mean(test_scores, axis=1)plt.plot(param_range, train_mean, label='Training score', color='blue')plt.plot(param_range, test_mean, label='Cross Validationscore', color='red')plt.legend(loc='best')plt.xlabel('n_neighbors')plt.ylabel('Score')plt.show()```在上述代码中,我们首先引入了必需的模块,然后定义Iris数据集并加载数据。

python 误差曲线 置信区间

python 误差曲线 置信区间

题目:探究Python误差曲线与置信区间的相关性一、概述Python作为一种广泛应用的编程语言,在数据分析和统计学领域也有着重要的地位。

误差曲线和置信区间是统计学中常见的概念,对于数据分析和结果解释具有重要意义。

本文将探讨Python中误差曲线与置信区间的相关性,希望能够为相关领域的研究者和实践者提供参考。

二、Python中的误差曲线1. 误差曲线的定义误差曲线是指在统计数据中,用来表示平均值附近的变化范围的一条曲线。

在Python中,我们可以使用matplotlib库来绘制误差曲线,通过展示数据的波动范围,能够更直观地理解数据的分布特征。

2. Python绘制误差曲线的方法在Python中,我们可以使用matplotlib库的errorbar函数来绘制误差曲线,该函数能够展示数据点与其对应的误差范围,使得数据的波动情况一目了然。

3. 误差曲线的应用误差曲线在数据分析和统计学中具有重要的应用,能够帮助研究者对数据进行更全面的分析和解释。

在科研领域和实际应用中,误差曲线能够有效地辅助决策和结果评估。

三、Python中的置信区间1. 置信区间的定义置信区间是指用来估计总体参数的区间估计方法,它表示了参数估计的不确定性范围。

在Python中,我们可以使用scipy库来计算数据的置信区间,从而对数据的总体特征进行推断。

2. Python计算置信区间的方法使用scipy库中的stats模块,可以方便地计算数据的置信区间。

通过指定置信水平和样本数据,即可得到数据的置信区间范围,从而更准确地评估统计结论的可靠性。

3. 置信区间的应用置信区间是统计学中常用的工具,能够帮助研究者对样本数据进行推断,并对总体特征进行估计。

在实际应用中,置信区间的计算结果能够有效地指导决策和结论的推断。

四、Python中的误差曲线与置信区间的关联1. 误差曲线与置信区间的概念通联误差曲线和置信区间在统计学中都与数据的不确定性和可靠性有关。

python nrubs 曲线拟合-概述说明以及解释

python nrubs 曲线拟合-概述说明以及解释

python nrubs 曲线拟合-概述说明以及解释1.引言1.1 概述概述本文将介绍Python中NRubs曲线拟合的概念和应用。

在现实生活和工作中,我们经常需要通过一系列数据点来近似表示一个曲线。

NRubs 曲线拟合是一种数学方法,可用于找到一个平滑的曲线,以最佳地逼近给定的数据点。

Python作为一种高级编程语言,提供了许多强大的工具和资源,使我们能够轻松地进行数据处理和曲线拟合。

本文将首先介绍Python的基础知识,包括数据结构、变量和函数等方面的内容。

然后,我们将深入探讨NRubs曲线拟合的概念。

NRubs曲线拟合是一种基于样条函数的方法,通过将给定的数据点与多项式函数相连,生成一条平滑的曲线。

在理解NRubs曲线拟合的原理和数学模型之后,我们将学习如何在Python中应用这种方法。

在正文部分,我们将详细介绍Python中的NRubs曲线拟合的实现步骤和技巧。

通过使用Python的相关库和函数,我们可以轻松地进行数据处理、拟合曲线并可视化结果。

在结论部分,我们将总结本文的主要内容,并探讨NRubs曲线拟合在实际应用中的潜力和局限性。

我们将指出NRubs曲线拟合的优点和不足之处,并提出如何进一步改进和应用这种方法的建议。

通过本文的学习,读者将掌握Python中NRubs曲线拟合的基本原理和实践技巧。

有了这些知识,读者可以更好地应用NRubs曲线拟合解决实际问题,并在数据分析和科学研究领域中发挥更大的作用。

1.2 文章结构文章结构部分的内容可以包括以下内容:文章结构部分旨在介绍整篇文章的组织架构和内容安排,以便读者能够更好地理解文章的组成和流程。

下面将详细介绍本文的结构。

本文分为引言、正文和结论三个部分。

1. 引言部分(Introduction):主要对本文的主题进行概述,简要介绍Python和NRubs曲线拟合的基本概念和应用。

首先,通过引入Python 的基础知识,为读者提供了解Python编程语言的必要背景。

Spss菜单解释

Spss菜单解释

SpssData菜单Transform菜单Accuracy 精确度,actual frequency 实际频数,adjusted value 校正值,alternative hypothesis 备选假设,analysis of convariance 协方差分析,analysis of variance, ANOV A 方差分析,arithmetic mean 算数均数,asymmetric distribution 非对称分布,autocorrelation 自相关,censored data 截尾数据,censoring 删失失访终检,central limit theorem 中心极限定理,central tendency 集中趋势,chance error 随机误差,class mid-value 组中值,cluster analysis 聚类分析,cluster sampling 整群抽样,coding 编码,coefficient of contingency 列联系数,coefficient of correlation 相关系数,bar chart 条图,bayes theorem 贝叶斯定理,bias 偏性,binomial distribution 二项分布,bivariate normal distribution 双变量正态分布,block 区组,box plot 箱图,canonical correlation 典型相关,case-control study 病例一一对照研究,categorical variable 分类变量,cell 单元,coefficient of determination 决定系数,coefficient ofpartial correlation 偏相关系数,coefficient of product-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 variation 变异系数,coefficient of skewness 偏度系数,cohort study 队列研究,communality variance 公共方差,comparability 可比性,complete association 完全相关,complete random design 完全随机设计,degree of freedom 自由度,conditional likelihood 条件似然,conditional probability 条件概率,confidence interval CI 可信(置信)区间,confidence limit CL 可信(置信)限,confirmatory factor analysis 验证性因子分析,confirmatory research 验证性研究,degree of reliability 可靠度,density function 密度函数,dependent variable 因变量,deviation 离差,discrete variable 离散变量,discriminant analysis 判别分析,conjoint analysis 联合分析,consistency test 一致性检验,constraint 约束,contingency table 列联表,contribution rate 贡献率,control 对照控制,controlled experiments 对照实验,correction 校正,correction for continuity 连续性校正,correlation 相关,correlation analysis 相关分析,correlation coefficient 相关系数,distribution 分布,distribution-free method 任意分布方法分布自由方法,dose response curve 剂量反应曲线,dummy variable 哑变量虚拟变量,eigenvalue 特征值特征根,eigenvector 特征向量,equivariance 等方差,error 误差,error of estimate 估计误差,estimated value 估计值,correspondence analysis 对应分析,counts 计数频数,covariance 协方差,Cox regression Cox回归,criteria for fitting 拟合准则,critical value 临界值,cross-over design 交叉设计,cross-section analysis 横断面分析,eigenvalue特征值,特征根eigenvector 特征向量equivariance等方差error误差error of estimate估计误差estimated value估计值euclidean distance欧氏距离event事件expected values期望值design of experiment实验设计exploratory data analysis探索性数据分析exponential curve指数曲线extrapolation外推法extremes极端值,极值,forecast预测fourfold table四格表frequency频数frequency distribution 频数分布general linear model, GLM一般线性模型generalized linear model广义线性模型geometric mean几何均数goodness of fit拟合优度,half-life半衰期harmonic mean调和均数hazard function风险函数,hazard rate风险率heterogeneity异质heterogeneity of variance方差不齐heteroscedasticity 方差不齐hierarchical clustering method分层聚类法histogram直方图homogeneity同质,齐性,homogeneity of variance同方差性homogeneity test齐性检验homoscedasticity方差齐性hypothesis test假设检验,independence独立性independent variable自变量initial mean vectors初始凝聚点interaction交互效应intercept截距interpolation 插值inter-quartile range四分位数间距,interval estimation区间估计inverse matrix逆矩阵iteration迭代,K-means method K-均值聚类法Kaplan-Merier curve Kaplan-Merier 曲线kendall srank correlationKendall等级相关Kolmogorov-Smirnov test K-S检验Kruskal and Wallis test K-W检验,H检验kurtosis峰度L lack offit拟合劣度,失拟Latin square design拉丁方设计least square method最小二乘法legend图例level水平level of significance统计意义水平,life table寿命表likelihood function似然函数likelihood ratio test似然比检验line graph线图linear线性linear correlation直线相关linear equation线性方程linear programming线性规划linear regression线性回归,linear trend线性趋势loading载荷log-rank test时序检验logarithmic scale对数尺度logistic regression logistic回归logit transformation logit转换loglinear model对数线性模型M main effect主效应matched data配对资料matching匹配maximum likelihood method最大似然法maximum likelihood ratio test似然比检验,mean均值mean square,MS均方measurement bias测量性偏倚median中位数median effective dose半数效量median lethal dose半数致死量median survival time中位生存时间median test中位数检验M-estimators M估计量minimumlethal dose最小致死量missing value缺失值multidimensional scaling analysis, MDS多维尺度分析,multinomial distribution多项分布multiple comparison多重比较multiple correlation复相关,多重相关multiple covariance多元协方差multiple linear regression多重线性回归multiple response多重应答,多选题multistage sampling多级抽样multivariate regression多元回归multivariate statistical analysis多变量统计分析,多元统计分析,negative correlation负相关no statistical significance无统计学意义nominal variable名义变量nonlinear regression非线性回归nonparametric statistics非参数统计nonparametric test非参数检验normal distribution正态分布null hypothesis原假设,无效假设numerical variable数值变量O observation unit 观察单位observed value观测值odds ratio,OR优势比,比数比,one-sided test单侧检验one-way ANOV A单因素方差分析optimum allocation最优分配order statistics顺序统计量ordered categories有序分类orthogonal experimental design正交试验设计outlier异常值,离群值overall survey普查P paired design配对设计paired(matched)t-test配对t检验parameter参数,parametric statistics参数统计parametric test参数检验partial correlation 偏相关partial likelihood偏似然函数partial regression coefficient偏回归系数path analysis路径分析percent bar graph百分条图percentage百分比,百分数percentile百分位数,位点periodicity周期性pie graph饼图,圆图,placebo安慰剂point estimation点估计Poisson distribution Poisson分布polynomial curve多项式曲线population总体population mean 总体均值positive correlation正相关posterior distribution后验分布power ofa test检验效能power ofstatistics检验效能precision精度principal component analysis主成分分析prior distribution先验分布product moment乘积矩,协方差,product-limit method乘积极限法proportion构成比prospective study前瞻性研究P-value P值Q qualitative evaluation定性评价qualitative method定性方法quantile-quantile plot Q-Q图quantitative analysis定量分析quantitative evaluation定量评价quartile四分位数questionnaire问卷quick cluster 快速聚类,random event随机事件random sampling随机抽样randomization随机化randomized allocation随机分配randomized block design随机区组设计randomized control trial随机对照试验randomized double blind control trial随机双盲对照试验range极差,全距rank correlation等级(秩)相关rank sum test秩和检验,ranked data等级资料rate率ratio比raw data原始资料regression analysis回归分析regression coefficient 回归系数regression SS回归平方和relative number相对数relative risk,RR相对危险度reliability可靠度,信度replacement level更替水平,residual 残差residual standard deviation 剩余标准差,residual sum of square残差平方和ridge trace岭迹ridit analysis Ridit 分析risk ratio危险比,风险比rotation旋转r×c table r×c表S sample样本sample size 样本量sampling error抽样误差sampling fraction抽样比sampling study抽样研究sampling survey抽样调查,scale测量尺度scatter diagram散点图score test比分检验screening筛检selection bias选择性偏倚semilogarithmic line graph半对数线图sequential design序贯设计sign test符号检验signed rank符号秩significance level显著性水准significance test显著性检验simple correlation简单相关simple regression简单回归,skewness偏度slope斜率spearman rank correlationspearman等级相关spherical distribution球型分布standard deviation,SD标准差,标准离差standard error,SE标准误,标准误差standard normal distribution标准正态分布standardization标准化standardized partial regression coefficient标准化偏回归系数statistic统计量statistical control统计控制,statistical graph统计图statistical inference统计推断statistical significance统计学意义statistical table统计表stem and leaf graph茎叶图step-wise method逐步法strata层(复数)stratification分层stratified cluster sampling分层整群抽样stratified sampling分层抽样structural equation modeling结构方程模型sum ofsquares离差平方和sum ofsquares of deviations from mean 离均差平方和,survey调查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symmetry对称synthetic index综合指数synthetical evaluation综合评价systematic error 系统误差,systematic sampling系统抽样T t-distribution t分布tendency of dispersion 离散趋势test statistic检验统计量testing of hypotheses假设检验theoretical frequency理论频数time series analysis时间序列分析,t-test t检验two-sided test双侧检验two-stage least squares method二阶段最小二乘法two-stage sampling二阶段抽样two-step cluster 两步聚类法two-tailed probability双尾概率two-tailed test双侧检验two-way ANOV A两因素方差分析two-way table双向表type I error I类错误type II error II类错误,unbiased estimate无偏估计uniform distribution均匀分布upper limit上限u-test u检验V variable变量variance方差variance component estimation方差分量估计varimax orthogonal rotation方差最大化正交旋转,weight权重weighted linear regressionmethod 加权直线回归weighting method加权法Z zero correlation零相关z-transformation标准正态(z)变换,各种情形下最常用统计检验方法索引1 单变量连续但样本t检验有序多分类单样本秩和检验无序多分类单样本x2检验二分类二项分布确切概率法2 因变量:连续变量单个自变量:连续相关分析,回归分析有序多分类单因素方差分析,结果解释时利用有序信息无序多分类单因素方差分析二分类两样本 检验多个自变量:连续变量为主线形回归模型分类变量为主方差分析模型,和回归模型实际上等价3 因变量:有序分类变量单个自变量:连续有序分类的Logistic回归有序多分类秩相关分析、CMH x2无序多分类多样本秩和检验(H检验)二分类两样本秩和检验(W检验)多个自变量:连续变量为主有序分类的判别分析,有序分类的Logistic回归分类变量为主有序分类的Logistic回归4 因变量:无序分类变量单个自变量:连续无序分类的Logistic回归有序多分类可将自因变量交换后分析无序多分类x2检验,深入分析可用对数线性模型二分类x2检验多个自变量:连续变量为主判别分析、无序分类的Logistic回归分类变量为主无序分类的Logistic回归5 因变量:二分类变量单个自变量:连续二分类Logistic回归有序多分类可将自/因变量交换后分析无序多分类x2检验,二分类的Logistic回归二分类四格表x2检验,确切概率法多个自变量:连续变量为主判别分析、二分类Logistic回归、两法结果实际等价分类变量为主二分类Logistic回归6 多元分析方法考察的特征需要由多个因素量来表示,同时研究多个自变量对他们的影响:多元方差分析模型、多元回归模型。

彻里的经典实验自变量

彻里的经典实验自变量

彻里的经典实验自变量彻里的经典实验自变量自变量(Independent variable)一词来自数学。

在数学中,y=f (x)。

在这一方程中自变量是x,因变量是y。

将这个方程运用到心理学的研究中,自变量是指研究者主动操纵,而引起因变量发生变化的因素或条件,因此自变量被看作是因变量的原因。

自变量有连续变量和类别变量之分。

如果实验者操纵的自变量是连续变量,则实验是函数型实验。

如实验者操纵的自变量是类别变量,则实验是因素型的。

在心理学实验中,一个明显的问题是要有一个有机体作为被试对刺激作反应。

显然,这里刺激变量就是自变量。

在心理实验中,自变量是由实验者操纵、掌握的变量。

在数学等式中能够影响其他变量的一个变量叫做自变量。

自变量的应用范围很广,从数学、函数到计算机、编程,无处不在。

自变量一词来自数学。

在数学中,。

在这一方程中自变量是,因变量是。

将这个方程运用到心理学的研究中,自变量是指研究者主动操纵,而引起因变量发生变化的因素或条件,因此自变量被看作是因变量的原因。

自变量有连续变量和类别变量之分。

如果实验者操纵的自变量是连续变量,则实验是函数型实验。

如实验者操纵的自变量是类别变量,则实验是因素型的。

在心理学实验中,一个明显的问题是要有一个有机体作为被试((符号O)对刺激((符号S)作反应(符号R),即。

显然,这里刺激变量就是自变量。

在数学等式中能够影响其他变量的一个变量叫做自变量。

如果(x)取任意一个量,(y)都有唯一的一个量与(x)对应,那么相应地(x)就叫做这个函数的自变量。

如果(y)是(x)的函数,那么(x)是这个函数的自变量。

1.刺激特点自变量:如果被试的不同反应是由刺激的不同特性,如灯光的强度、声音的大小等引起来的,我们就把引起因变量变化的这类自变量称为刺激特点自变量。

2.环境特点自变量:进行实验时环境的各种特点,如温度、是否有观众在场、是否有噪音、白天或夜晚等等,都可以作为自变量。

时间是一种非常重要和无时不在的自变量,特别是在记忆的实验中,你甚至可以说,几乎没有不用时间作自变量的记忆实验。

实验研究的变量

实验研究的变量

例如: • 研究灯光亮度对阅读速度的影响
额外变量:文字的大小、清晰度、熟悉度
学习走迷津实验 • 实验目的:研究随着学习次数的增加,走迷津所
用的时间和错误次数的变化。 • 实验材料:触棒迷津(见下图)、小棒、遮眼罩
(见下图)、秒表、记录纸。
遮眼罩
• 实验程序 (1)三人一组,被试者带上遮眼罩,用小棒走迷
3.1.3 顺序效应 • 练习效应 • 疲劳效应 • 方位效应
3.2 对额外变量的控制方法 3.2.1 排除法(elimination method) • 是把额外变量从实验中排除出去。 • 例如,在暗室、隔音室进行 • 为消除主试、被试效应,还可采用“双盲实验”
3.2.2 恒定法(constant method) • 是指实验者采取一定措施使某些额外变量在整个
(2)安慰剂效应 • 被试因为知道或被告知现了这种反应或表现出这种反应。
• 放血实验 选一批被试,将他们的眼睛蒙上绑在椅子上,然
后用一支钝针刺他们的左肩,但并不刺破,只让 他有痛觉,然后再假装接一根管子固定在那里, 旁边则不断发出滴水的声音,让他们认为自己的 血在一点一点的流出。
3.1.2 要求特征(demand characteristics) • 即被试会自发地对主试的实验目的产生一个假设
或猜想,然后再以一种自以为能满足这一假想的 实验目的的方式进行反应。 • 要求特征的典型例子是霍桑效应(Hawthorne effect)和安慰剂效应(placebo effect)
的实验条件下应该得到相近的结果。 • 信度在各种心理测量中是一个非常重要的指标。
2.3.2 因变量的有效性即效度(validity) • 当确是自变量而不是其他各种因素造成了因变量

专八英语阅读

专八英语阅读

英语专业八级考试TEM-8阅读理解练习册(1)(英语专业2012级)UNIT 1Text AEvery minute of every day, what ecologist生态学家James Carlton calls a global ―conveyor belt‖, redistributes ocean organisms生物.It’s planetwide biological disruption生物的破坏that scientists have barely begun to understand.Dr. Carlton —an oceanographer at Williams College in Williamstown,Mass.—explains that, at any given moment, ―There are several thousand marine species traveling… in the ballast water of ships.‖ These creatures move from coastal waters where they fit into the local web of life to places where some of them could tear that web apart. This is the larger dimension of the infamous无耻的,邪恶的invasion of fish-destroying, pipe-clogging zebra mussels有斑马纹的贻贝.Such voracious贪婪的invaders at least make their presence known. What concerns Carlton and his fellow marine ecologists is the lack of knowledge about the hundreds of alien invaders that quietly enter coastal waters around the world every day. Many of them probably just die out. Some benignly亲切地,仁慈地—or even beneficially — join the local scene. But some will make trouble.In one sense, this is an old story. Organisms have ridden ships for centuries. They have clung to hulls and come along with cargo. What’s new is the scale and speed of the migrations made possible by the massive volume of ship-ballast water压载水— taken in to provide ship stability—continuously moving around the world…Ships load up with ballast water and its inhabitants in coastal waters of one port and dump the ballast in another port that may be thousands of kilometers away. A single load can run to hundreds of gallons. Some larger ships take on as much as 40 million gallons. The creatures that come along tend to be in their larva free-floating stage. When discharged排出in alien waters they can mature into crabs, jellyfish水母, slugs鼻涕虫,蛞蝓, and many other forms.Since the problem involves coastal species, simply banning ballast dumps in coastal waters would, in theory, solve it. Coastal organisms in ballast water that is flushed into midocean would not survive. Such a ban has worked for North American Inland Waterway. But it would be hard to enforce it worldwide. Heating ballast water or straining it should also halt the species spread. But before any such worldwide regulations were imposed, scientists would need a clearer view of what is going on.The continuous shuffling洗牌of marine organisms has changed the biology of the sea on a global scale. It can have devastating effects as in the case of the American comb jellyfish that recently invaded the Black Sea. It has destroyed that sea’s anchovy鳀鱼fishery by eating anchovy eggs. It may soon spread to western and northern European waters.The maritime nations that created the biological ―conveyor belt‖ should support a coordinated international effort to find out what is going on and what should be done about it. (456 words)1.According to Dr. Carlton, ocean organism‟s are_______.A.being moved to new environmentsB.destroying the planetC.succumbing to the zebra musselD.developing alien characteristics2.Oceanographers海洋学家are concerned because_________.A.their knowledge of this phenomenon is limitedB.they believe the oceans are dyingC.they fear an invasion from outer-spaceD.they have identified thousands of alien webs3.According to marine ecologists, transplanted marinespecies____________.A.may upset the ecosystems of coastal watersB.are all compatible with one anotherC.can only survive in their home watersD.sometimes disrupt shipping lanes4.The identified cause of the problem is_______.A.the rapidity with which larvae matureB. a common practice of the shipping industryC. a centuries old speciesD.the world wide movement of ocean currents5.The article suggests that a solution to the problem__________.A.is unlikely to be identifiedB.must precede further researchC.is hypothetically假设地,假想地easyD.will limit global shippingText BNew …Endangered‟ List Targets Many US RiversIt is hard to think of a major natural resource or pollution issue in North America today that does not affect rivers.Farm chemical runoff残渣, industrial waste, urban storm sewers, sewage treatment, mining, logging, grazing放牧,military bases, residential and business development, hydropower水力发电,loss of wetlands. The list goes on.Legislation like the Clean Water Act and Wild and Scenic Rivers Act have provided some protection, but threats continue.The Environmental Protection Agency (EPA) reported yesterday that an assessment of 642,000 miles of rivers and streams showed 34 percent in less than good condition. In a major study of the Clean Water Act, the Natural Resources Defense Council last fall reported that poison runoff impairs损害more than 125,000 miles of rivers.More recently, the NRDC and Izaak Walton League warned that pollution and loss of wetlands—made worse by last year’s flooding—is degrading恶化the Mississippi River ecosystem.On Tuesday, the conservation group保护组织American Rivers issued its annual list of 10 ―endangered‖ and 20 ―threatened‖ rivers in 32 states, the District of Colombia, and Canada.At the top of the list is the Clarks Fork of the Yellowstone River, whereCanadian mining firms plan to build a 74-acre英亩reservoir水库,蓄水池as part of a gold mine less than three miles from Yellowstone National Park. The reservoir would hold the runoff from the sulfuric acid 硫酸used to extract gold from crushed rock.―In the event this tailings pond failed, the impact to th e greater Yellowstone ecosystem would be cataclysmic大变动的,灾难性的and the damage irreversible不可逆转的.‖ Sen. Max Baucus of Montana, chairman of the Environment and Public Works Committee, wrote to Noranda Minerals Inc., an owner of the ― New World Mine‖.Last fall, an EPA official expressed concern about the mine and its potential impact, especially the plastic-lined storage reservoir. ― I am unaware of any studies evaluating how a tailings pond尾矿池,残渣池could be maintained to ensure its structural integrity forev er,‖ said Stephen Hoffman, chief of the EPA’s Mining Waste Section. ―It is my opinion that underwater disposal of tailings at New World may present a potentially significant threat to human health and the environment.‖The results of an environmental-impact statement, now being drafted by the Forest Service and Montana Department of State Lands, could determine the mine’s future…In its recent proposal to reauthorize the Clean Water Act, the Clinton administration noted ―dramatically improved water quality since 1972,‖ when the act was passed. But it also reported that 30 percent of riverscontinue to be degraded, mainly by silt泥沙and nutrients from farm and urban runoff, combined sewer overflows, and municipal sewage城市污水. Bottom sediments沉积物are contaminated污染in more than 1,000 waterways, the administration reported in releasing its proposal in January. Between 60 and 80 percent of riparian corridors (riverbank lands) have been degraded.As with endangered species and their habitats in forests and deserts, the complexity of ecosystems is seen in rivers and the effects of development----beyond the obvious threats of industrial pollution, municipal waste, and in-stream diversions改道to slake消除the thirst of new communities in dry regions like the Southwes t…While there are many political hurdles障碍ahead, reauthorization of the Clean Water Act this year holds promise for US rivers. Rep. Norm Mineta of California, who chairs the House Committee overseeing the bill, calls it ―probably the most important env ironmental legislation this Congress will enact.‖ (553 words)6.According to the passage, the Clean Water Act______.A.has been ineffectiveB.will definitely be renewedC.has never been evaluatedD.was enacted some 30 years ago7.“Endangered” rivers are _________.A.catalogued annuallyB.less polluted than ―threatened rivers‖C.caused by floodingD.adjacent to large cities8.The “cataclysmic” event referred to in paragraph eight would be__________.A. fortuitous偶然的,意外的B. adventitious外加的,偶然的C. catastrophicD. precarious不稳定的,危险的9. The owners of the New World Mine appear to be______.A. ecologically aware of the impact of miningB. determined to construct a safe tailings pondC. indifferent to the concerns voiced by the EPAD. willing to relocate operations10. The passage conveys the impression that_______.A. Canadians are disinterested in natural resourcesB. private and public environmental groups aboundC. river banks are erodingD. the majority of US rivers are in poor conditionText CA classic series of experiments to determine the effects ofoverpopulation on communities of rats was reported in February of 1962 in an article in Scientific American. The experiments were conducted by a psychologist, John B. Calhoun and his associates. In each of these experiments, an equal number of male and female adult rats were placed in an enclosure and given an adequate supply of food, water, and other necessities. The rat populations were allowed to increase. Calhoun knew from experience approximately how many rats could live in the enclosures without experiencing stress due to overcrowding. He allowed the population to increase to approximately twice this number. Then he stabilized the population by removing offspring that were not dependent on their mothers. He and his associates then carefully observed and recorded behavior in these overpopulated communities. At the end of their experiments, Calhoun and his associates were able to conclude that overcrowding causes a breakdown in the normal social relationships among rats, a kind of social disease. The rats in the experiments did not follow the same patterns of behavior as rats would in a community without overcrowding.The females in the rat population were the most seriously affected by the high population density: They showed deviant异常的maternal behavior; they did not behave as mother rats normally do. In fact, many of the pups幼兽,幼崽, as rat babies are called, died as a result of poor maternal care. For example, mothers sometimes abandoned their pups,and, without their mothers' care, the pups died. Under normal conditions, a mother rat would not leave her pups alone to die. However, the experiments verified that in overpopulated communities, mother rats do not behave normally. Their behavior may be considered pathologically 病理上,病理学地diseased.The dominant males in the rat population were the least affected by overpopulation. Each of these strong males claimed an area of the enclosure as his own. Therefore, these individuals did not experience the overcrowding in the same way as the other rats did. The fact that the dominant males had adequate space in which to live may explain why they were not as seriously affected by overpopulation as the other rats. However, dominant males did behave pathologically at times. Their antisocial behavior consisted of attacks on weaker male,female, and immature rats. This deviant behavior showed that even though the dominant males had enough living space, they too were affected by the general overcrowding in the enclosure.Non-dominant males in the experimental rat communities also exhibited deviant social behavior. Some withdrew completely; they moved very little and ate and drank at times when the other rats were sleeping in order to avoid contact with them. Other non-dominant males were hyperactive; they were much more active than is normal, chasing other rats and fighting each other. This segment of the rat population, likeall the other parts, was affected by the overpopulation.The behavior of the non-dominant males and of the other components of the rat population has parallels in human behavior. People in densely populated areas exhibit deviant behavior similar to that of the rats in Calhoun's experiments. In large urban areas such as New York City, London, Mexican City, and Cairo, there are abandoned children. There are cruel, powerful individuals, both men and women. There are also people who withdraw and people who become hyperactive. The quantity of other forms of social pathology such as murder, rape, and robbery also frequently occur in densely populated human communities. Is the principal cause of these disorders overpopulation? Calhoun’s experiments suggest that it might be. In any case, social scientists and city planners have been influenced by the results of this series of experiments.11. Paragraph l is organized according to__________.A. reasonsB. descriptionC. examplesD. definition12.Calhoun stabilized the rat population_________.A. when it was double the number that could live in the enclosure without stressB. by removing young ratsC. at a constant number of adult rats in the enclosureD. all of the above are correct13.W hich of the following inferences CANNOT be made from theinformation inPara. 1?A. Calhoun's experiment is still considered important today.B. Overpopulation causes pathological behavior in rat populations.C. Stress does not occur in rat communities unless there is overcrowding.D. Calhoun had experimented with rats before.14. Which of the following behavior didn‟t happen in this experiment?A. All the male rats exhibited pathological behavior.B. Mother rats abandoned their pups.C. Female rats showed deviant maternal behavior.D. Mother rats left their rat babies alone.15. The main idea of the paragraph three is that __________.A. dominant males had adequate living spaceB. dominant males were not as seriously affected by overcrowding as the otherratsC. dominant males attacked weaker ratsD. the strongest males are always able to adapt to bad conditionsText DThe first mention of slavery in the statutes法令,法规of the English colonies of North America does not occur until after 1660—some forty years after the importation of the first Black people. Lest we think that existed in fact before it did in law, Oscar and Mary Handlin assure us, that the status of B lack people down to the 1660’s was that of servants. A critique批判of the Handlins’ interpretation of why legal slavery did not appear until the 1660’s suggests that assumptions about the relation between slavery and racial prejudice should be reexamined, and that explanation for the different treatment of Black slaves in North and South America should be expanded.The Handlins explain the appearance of legal slavery by arguing that, during the 1660’s, the position of white servants was improving relative to that of black servants. Thus, the Handlins contend, Black and White servants, heretofore treated alike, each attained a different status. There are, however, important objections to this argument. First, the Handlins cannot adequately demonstrate that t he White servant’s position was improving, during and after the 1660’s; several acts of the Maryland and Virginia legislatures indicate otherwise. Another flaw in the Handlins’ interpretation is their assumption that prior to the establishment of legal slavery there was no discrimination against Black people. It is true that before the 1660’s Black people were rarely called slaves. But this shouldnot overshadow evidence from the 1630’s on that points to racial discrimination without using the term slavery. Such discrimination sometimes stopped short of lifetime servitude or inherited status—the two attributes of true slavery—yet in other cases it included both. The Handlins’ argument excludes the real possibility that Black people in the English colonies were never treated as the equals of White people.The possibility has important ramifications后果,影响.If from the outset Black people were discriminated against, then legal slavery should be viewed as a reflection and an extension of racial prejudice rather than, as many historians including the Handlins have argued, the cause of prejudice. In addition, the existence of discrimination before the advent of legal slavery offers a further explanation for the harsher treatment of Black slaves in North than in South America. Freyre and Tannenbaum have rightly argued that the lack of certain traditions in North America—such as a Roman conception of slavery and a Roman Catholic emphasis on equality— explains why the treatment of Black slaves was more severe there than in the Spanish and Portuguese colonies of South America. But this cannot be the whole explanation since it is merely negative, based only on a lack of something. A more compelling令人信服的explanation is that the early and sometimes extreme racial discrimination in the English colonies helped determine the particular nature of the slavery that followed. (462 words)16. Which of the following is the most logical inference to be drawn from the passage about the effects of “several acts of the Maryland and Virginia legislatures” (Para.2) passed during and after the 1660‟s?A. The acts negatively affected the pre-1660’s position of Black as wellas of White servants.B. The acts had the effect of impairing rather than improving theposition of White servants relative to what it had been before the 1660’s.C. The acts had a different effect on the position of white servants thandid many of the acts passed during this time by the legislatures of other colonies.D. The acts, at the very least, caused the position of White servants toremain no better than it had been before the 1660’s.17. With which of the following statements regarding the status ofBlack people in the English colonies of North America before the 1660‟s would the author be LEAST likely to agree?A. Although black people were not legally considered to be slaves,they were often called slaves.B. Although subject to some discrimination, black people had a higherlegal status than they did after the 1660’s.C. Although sometimes subject to lifetime servitude, black peoplewere not legally considered to be slaves.D. Although often not treated the same as White people, black people,like many white people, possessed the legal status of servants.18. According to the passage, the Handlins have argued which of thefollowing about the relationship between racial prejudice and the institution of legal slavery in the English colonies of North America?A. Racial prejudice and the institution of slavery arose simultaneously.B. Racial prejudice most often the form of the imposition of inheritedstatus, one of the attributes of slavery.C. The source of racial prejudice was the institution of slavery.D. Because of the influence of the Roman Catholic Church, racialprejudice sometimes did not result in slavery.19. The passage suggests that the existence of a Roman conception ofslavery in Spanish and Portuguese colonies had the effect of _________.A. extending rather than causing racial prejudice in these coloniesB. hastening the legalization of slavery in these colonies.C. mitigating some of the conditions of slavery for black people in these coloniesD. delaying the introduction of slavery into the English colonies20. The author considers the explanation put forward by Freyre andTannenbaum for the treatment accorded B lack slaves in the English colonies of North America to be _____________.A. ambitious but misguidedB. valid有根据的but limitedC. popular but suspectD. anachronistic过时的,时代错误的and controversialUNIT 2Text AThe sea lay like an unbroken mirror all around the pine-girt, lonely shores of Orr’s Island. Tall, kingly spruce s wore their regal王室的crowns of cones high in air, sparkling with diamonds of clear exuded gum流出的树胶; vast old hemlocks铁杉of primeval原始的growth stood darkling in their forest shadows, their branches hung with long hoary moss久远的青苔;while feathery larches羽毛般的落叶松,turned to brilliant gold by autumn frosts, lighted up the darker shadows of the evergreens. It was one of those hazy朦胧的, calm, dissolving days of Indian summer, when everything is so quiet that the fainest kiss of the wave on the beach can be heard, and white clouds seem to faint into the blue of the sky, and soft swathing一长条bands of violet vapor make all earth look dreamy, and give to the sharp, clear-cut outlines of the northern landscape all those mysteries of light and shade which impart such tenderness to Italian scenery.The funeral was over,--- the tread鞋底的花纹/ 踏of many feet, bearing the heavy burden of two broken lives, had been to the lonely graveyard, and had come back again,--- each footstep lighter and more unconstrained不受拘束的as each one went his way from the great old tragedy of Death to the common cheerful of Life.The solemn black clock stood swaying with its eternal ―tick-tock, tick-tock,‖ in the kitchen of the brown house on Orr’s Island. There was there that sense of a stillness that can be felt,---such as settles down on a dwelling住处when any of its inmates have passed through its doors for the last time, to go whence they shall not return. The best room was shut up and darkened, with only so much light as could fall through a little heart-shaped hole in the window-shutter,---for except on solemn visits, or prayer-meetings or weddings, or funerals, that room formed no part of the daily family scenery.The kitchen was clean and ample, hearth灶台, and oven on one side, and rows of old-fashioned splint-bottomed chairs against the wall. A table scoured to snowy whiteness, and a little work-stand whereon lay the Bible, the Missionary Herald, and the Weekly Christian Mirror, before named, formed the principal furniture. One feature, however, must not be forgotten, ---a great sea-chest水手用的储物箱,which had been the companion of Zephaniah through all the countries of the earth. Old, and battered破旧的,磨损的, and unsightly难看的it looked, yet report said that there was good store within which men for the most part respect more than anything else; and, indeed it proved often when a deed of grace was to be done--- when a woman was suddenly made a widow in a coast gale大风,狂风, or a fishing-smack小渔船was run down in the fogs off the banks, leaving in some neighboring cottage a family of orphans,---in all such cases, the opening of this sea-chest was an event of good omen 预兆to the bereaved丧亲者;for Zephaniah had a large heart and a large hand, and was apt有…的倾向to take it out full of silver dollars when once it went in. So the ark of the covenant约柜could not have been looked on with more reverence崇敬than the neighbours usually showed to Captain Pennel’s sea-chest.1. The author describes Orr‟s Island in a(n)______way.A.emotionally appealing, imaginativeB.rational, logically preciseC.factually detailed, objectiveD.vague, uncertain2.According to the passage, the “best room”_____.A.has its many windows boarded upB.has had the furniture removedC.is used only on formal and ceremonious occasionsD.is the busiest room in the house3.From the description of the kitchen we can infer that thehouse belongs to people who_____.A.never have guestsB.like modern appliancesC.are probably religiousD.dislike housework4.The passage implies that_______.A.few people attended the funeralB.fishing is a secure vocationC.the island is densely populatedD.the house belonged to the deceased5.From the description of Zephaniah we can see thathe_________.A.was physically a very big manB.preferred the lonely life of a sailorC.always stayed at homeD.was frugal and saved a lotText BBasic to any understanding of Canada in the 20 years after the Second World War is the country' s impressive population growth. For every three Canadians in 1945, there were over five in 1966. In September 1966 Canada's population passed the 20 million mark. Most of this surging growth came from natural increase. The depression of the 1930s and the war had held back marriages, and the catching-up process began after 1945. The baby boom continued through the decade of the 1950s, producing a population increase of nearly fifteen percent in the five years from 1951 to 1956. This rate of increase had been exceeded only once before in Canada's history, in the decade before 1911 when the prairies were being settled. Undoubtedly, the good economic conditions of the 1950s supported a growth in the population, but the expansion also derived from a trend toward earlier marriages and an increase in the average size of families; In 1957 the Canadian birth rate stood at 28 per thousand, one of the highest in the world. After the peak year of 1957, thebirth rate in Canada began to decline. It continued falling until in 1966 it stood at the lowest level in 25 years. Partly this decline reflected the low level of births during the depression and the war, but it was also caused by changes in Canadian society. Young people were staying at school longer, more women were working; young married couples were buying automobiles or houses before starting families; rising living standards were cutting down the size of families. It appeared that Canada was once more falling in step with the trend toward smaller families that had occurred all through theWestern world since the time of the Industrial Revolution. Although the growth in Canada’s population had slowed down by 1966 (the cent), another increase in the first half of the 1960s was only nine percent), another large population wave was coming over the horizon. It would be composed of the children of the children who were born during the period of the high birth rate prior to 1957.6. What does the passage mainly discuss?A. Educational changes in Canadian society.B. Canada during the Second World War.C. Population trends in postwar Canada.D. Standards of living in Canada.7. According to the passage, when did Canada's baby boom begin?A. In the decade after 1911.B. After 1945.C. During the depression of the 1930s.D. In 1966.8. The author suggests that in Canada during the 1950s____________.A. the urban population decreased rapidlyB. fewer people marriedC. economic conditions were poorD. the birth rate was very high9. When was the birth rate in Canada at its lowest postwar level?A. 1966.B. 1957.C. 1956.D. 1951.10. The author mentions all of the following as causes of declines inpopulation growth after 1957 EXCEPT_________________.A. people being better educatedB. people getting married earlierC. better standards of livingD. couples buying houses11.I t can be inferred from the passage that before the IndustrialRevolution_______________.A. families were largerB. population statistics were unreliableC. the population grew steadilyD. economic conditions were badText CI was just a boy when my father brought me to Harlem for the first time, almost 50 years ago. We stayed at the hotel Theresa, a grand brick structure at 125th Street and Seventh avenue. Once, in the hotel restaurant, my father pointed out Joe Louis. He even got Mr. Brown, the hotel manager, to introduce me to him, a bit punchy强力的but still champ焦急as fast as I was concerned.Much has changed since then. Business and real estate are booming. Some say a new renaissance is under way. Others decry责难what they see as outside forces running roughshod肆意践踏over the old Harlem. New York meant Harlem to me, and as a young man I visited it whenever I could. But many of my old haunts are gone. The Theresa shut down in 1966. National chains that once ignored Harlem now anticipate yuppie money and want pieces of this prime Manhattan real estate. So here I am on a hot August afternoon, sitting in a Starbucks that two years ago opened a block away from the Theresa, snatching抓取,攫取at memories between sips of high-priced coffee. I am about to open up a piece of the old Harlem---the New York Amsterdam News---when a tourist。

波士顿经验曲线简介

波士顿经验曲线简介

波士顿经验曲线简介波士顿经验曲线又称经验学习曲线、改善曲线。

经验曲线是一种表示生产单位时间与连续生产单位之间的关系曲线。

学习曲线效应及与其密切相关的经验曲线效应表示了经验与效率之间的关系。

当个体或组织在一项任务中习得更多的经验,他们会变得效率更高。

这两个概念出自英语谚语:“实践出真知”。

1960年,波士顿咨询公司(Boston Consulting Group)的布鲁斯·亨德森(Bruce D. Henderson)首先提出了经验曲线效应(Experience Curve Effect)。

亨得森发现生产成本和总累计产量之间存有一致相关性。

简而言之,就是如果一项生产任务被多次反复执行,它的生产成本将会随之降低。

每一次当产量倍增的时候,代价值(包括管理、营销、分销和制造费用等)将以一个恒定的、可测的比率下降。

此后,研究人员对各个行业的经验曲线效应进行了研究,发现下降的比率在10%至30%之间。

波士顿经验曲线图例经验曲线是一个人们较为熟知的概念。

一家工厂生产某种产品的数量越多,生产者就能更多地了解了如何生产该产品,从生产中获得的经验也就越来越多。

那么,在以后的生产中,工厂可以有目的地并且较为准确地减少该产品的生产成本。

每当工厂的累积产量增大一倍时,其生产成本就可以降低一定的百分比(该百分比的具体大小因行业不同而有所差别)。

下图表明在生产某产品的过程中,90%的经验曲线是如何对生产成本产生影响的。

学习曲线效应(The learning curve effect)指的是越是经常地执行一项任务,每次所需的时间就越少。

这个关系最初在1925年在美国怀特-彼得森空军基地量化,使得航空效率加倍而所需劳动时间下降了10-15%。

随后在其它行业的经验研究得出了不同值:从百分之几到百分之三十。

但在大多数情况下这是一个常量值:它不随行为规模的变化而变化。

学习曲线将学习效果数量化绘制于坐标纸上,横轴代表练习次数(或产量),纵轴代表学习的效果(单位产品所耗时间),这样绘制出的一条曲线,就是学习曲线。

恒定刺激法测差别阈限实验报告

恒定刺激法测差别阈限实验报告

恒定刺激法测量重量差别阈限摘要差别阈限是指刚好能引起差异感受的刺激变化量。

恒定刺激法又叫正误法,次数法,它是心理物理学中最准确,应用最广的方法,可用于测定绝对阈限,差别阈限和等值,还可用于确定其他很多种心理值。

它对于测量那些不易随时改变强度的刺激比较方便,比如重量。

本实验的目的在于通过测定重量差别阈限学习恒定刺激法。

四名大学生被试参与实验,得到的重量差别阈限分别为2g、3g、1.43g、1g,平均差别阈限为1.86g。

关键字:重量差别阈限恒定刺激法直线内差法韦伯定律1引言感觉阈限(sensory threshold)又称阈限,包括绝对阈限(absolute threshold)和差别阈限(difference threshol)。

绝对阈限指刚刚引起心理感受的物理刺激量;差别阈限指刚刚引起差别感受的物理刺激量。

恒定刺激法是测量感觉阈限的三种方法之一。

它的特点是只需要少数几个(5~7个)不同的刺激强度:最大的刺激应为每次呈现几乎都能为被试感觉到的强度;最小的刺激则应为每次呈现几乎都不能感觉到的强度。

选定的刺激在整个实验过程中都固定不变,并向被试多次呈现,呈现的次序事先随机安排。

最后,记录各个刺激变量引起某种反应的次数。

用恒定刺激法测量重量差别阈限时,同样要选定5~7个已知刺激,它们都作为比较刺激与标准刺激进行比较。

比较刺激的强度可在标准刺激上下一段距离内确定,一般从完全没感觉出差别到完全感觉出差别的范围内选定5到7个刺激强度;以相同的方法记录每个比较刺激所对应各类反应(“大”,“小”,“相等”)的频数;最后用直线内插法计算出符合操作定义的差别阈限。

2方法2.1被试被试为四名盐城师范学院本科大学生,所有被试身体状况良好。

2.2实验仪器JGW—B心理实验台操作箱,高5cm直径4cm的圆柱体一套共8个,其中100克两个,88克,92克,96克,104克,108克,112克各一个。

2.3实验程序(1)依随机原则排出变异刺激(包括100克的一个)呈现的顺序;然后变异刺激各与标准刺激(100克)配成一对,每对比较10次,为了消除顺序误差,10次中有5次先呈现标准刺激,另5次先呈现变异刺激,先后顺序通过查随机数表得出。

python曲线拟合

python曲线拟合

python曲线拟合
Python 曲线拟合是一种用 Python 语言来对曲线和数字数据进行拟合的数学方法,它能够把数据图形化,方便进行分析。

1. 拟合的基本概念
Python 曲线拟合是基于几何函数(如李代数方程)和统计函数(如线性回归方法)进行拟合的。

它使用紧致拟合或线性拟合两种极大似然估计来拟合曲线,从而获得精确的数据运算结果。

2. 适用范围
Python 曲线拟合可用于多种应用,包括统计分析、曲线识别、定量货币分析以及趋势预测。

它可以帮助分析市场动态,尤其是用于判断投资组合和金融指标的变化趋势,以及判断投资组合和金融指标的预期风险水平,以便采取有效的投资组合调整措施。

3. 拟合方法
Python 曲线拟合最主要的方面是紧致拟合和线性拟合。

紧致拟合是一种最小二乘法,它使用李代数方程组来拟合数据,即最小化数据点与拟合曲线之间的距离和;而线性拟合是基于一个线性函数的近似,它
使用线性回归来拟合数据。

4. 使用Python
Python 语言与数据科学联系密切,也被广泛应用在科学计算和图像处理领域,以及曲线拟合领域。

有许多内置的模块和第三方库可帮助进行拟合操作,如 SciPy,NumPy,Pandas 等等。

通过这些库,用户可实现快速和精准的曲线拟合操作,并最终获得正确的分析数据结果。

科学史上4个著名的梦

科学史上4个著名的梦

科学史上4个著名的梦科学史上第一个著名的梦德国化学家凯库勒(F.A.Kekule,1829-1896)是一位极富想像力的学者,他曾提出了碳原子四价学说和碳原子之间可以相连成-C-C-链状结构这一重要学说。

German chemist Kekule (F.A.Kekule ,1829-1896) is a very imaginative scholar.He had put forward the theory of tetravalent carbon atoms and the important doctrine of carbon atoms can be connected into -CC- chain structure.1865年,他提出了苯的环状结构学说,他认为苯的结构可想像为6个链形碳原子闭合而成。

也就是我们现在所说的凯库勒式.In 1865, he proposed the benzene ring structure doctrine, he believed that 6 chain carbon atoms closed made the structure of benzene. That was the Kekule style.他曾经提出了多种开链式结构而又因其与实验结果不符而被一一否定所有的证据都表明苯分子非常对称,6个碳原子和6个氢原子完全对称地排列、形成稳定的分子。

He has proposed a variety of open-chain structures and denied them because they did not match with the experimental results.All the evidence showed that the benzene molecule are very symmetrical, 6 carbon atoms and the six hydrogen atoms are completely symmetrically arranged to form a stable molecule.关于凯库勒悟出苯分子的环状结构的经过,一直是化学史上的一个趣闻。

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a r X i v :0710.1097v 1 [a s t r o -p h ] 4 O c t 2007Curious Variables Experiment (CURVE).CCD Photometry of V419Lyr in its 2006July Superoutburst.A.R u t k o w s k i 1, A.O l e c h 1,K.M u l a r c z y k 2, D.B o y d 3,R.K o f f 4and M.W i ´s n i e w s k i 11Nicolaus Copernicus Astronomical Center,Polish Academy of Sciences,ul.Bartycka 18,00-716Warszawa,Poland,e-mail:(rudy,olech,mwisniew)@.pl 2Warsaw University Observatory,Al.Ujazdowskie 4,00-476Warszawa,Poland,e-mail:kmularcz@.pl 3British Astronomical Association,Variable Star Section,West Challow OX129TX,England e-mail:drsboyd@ 4Antelope Hills Observatory,980Antelope Drive West,Bennett,CO 80102,USA e-mail:bob@ Abstract We report extensive photometry of the dwarf nova V419Lyr throughout its 2006July superoutburst till quiescence.The superoutburst with amplitude of ∼3.5magnitude lasted at least 15days and was characterized by the presence of clear superhumps with a mean period of P sh =0.089985(58)days (129.58±0.08min).According to the Stolz-Schoembs relation,this indicates that the orbital period of the binary should be around 0.086days i.e.within the period gap.During the superoutburst the superhump period was decreasing with the rate of ˙P/P sh =−24.8(2.2)×10−5,which is one of the highest values ever observed in SU UMa systems.At the end of the plateau phase,the superhump period stabilized at a value of 0.08983(8)days.The superhump amplitude decreased from 0.3mag at the beginning of the superoutburst to 0.1mag at its end.In the case of V419Lyr we have not observed clear secondary humps,which seems to be typical for long period systems.Key words:Stars:individual:V419Lyr –binaries:close –novae,cataclysmic variables1IntroductionDwarf novae –a subclass of Cataclysmic Variable stars –are quite well studied interacting binary systems composed of late-type red dwarf secondary and white dwarf primary stars (Warner 1995,Hellier 2001).Matter transferred from the red dwarf forms an accretion disc around the white dwarf.Although in the last decade significant progress has been made in explaining the behaviour of dwarf novae light curves,some physical pro-cesses ongoing in these systems are still not fully understood (see for example Smak 2000,Schreiber and Lasota 2007).In particular,the thermal-tidal instability model of Osaki (1996,2005)describing the phenomenon ofsuperoutbursts and superhumps may be tested by examination of SU UMa-type dwarf novae light curves.Ad-ditionally,objects near and inside the so called period gap are very important from an evolutionary point of view.Those systems give us an unprecedented opportunity to study the evolution of dwarf novae.V419Lyr is a poorly studied cataclysmic variable discovered by Kurochkin(1990)and originally classified as a Z Cam-type dwarf ter,Nogami et al.(1998)caught this object in outburst and found superhumps in its light curve.Detection of superhumps together with characteristic properties of the outburst allowed them to classify V419Lyr as a SU UMa-type dwarf nova,but short coverage of the eruption did not allow accurate determination of the superhump period.Nevertheless,there was a strong suggestion that V419Lyr has one of the longest orbital periods known among SU UMa variables.This object has been monitored at various photometric bands by the Variable Star Network(VSNET)(see for example Kato et al.2004a).The observations from that program enabled a tentative determination of the supercycle period to be about∼340days(Katysheva and Pavlenko2003).Moreover,Morales-Rueda and Marsh(2002)obtained a spectrum of V419Lyr during outburst showing a relatively broad absorption feature around430-440nm.In this work we present an analysis of photometric data collected during the2006July superoutburst of V419Lyr.The data are much richer than previous studies and provide us with an opportunity to determine parameters describing this system more precisely.2Observations and data reductionThe CURious Variable Experiment(CURVE)team(see for example Olech et al.2004,2006),alerted by the VSNET mailing list,found V419Lyr in a very bright state on2006July17/18.Subsequently the object was monitored on13consecutive nights(with a gap on July24/25)until its return to quiescence on August2/3. The observations were performed using a0.6-m Cassegrain telescope equipped with a Tektronix TK512CB back-illuminated CCD camera.The image scale was0′′.76/pixel providing a6′.5×6′.5field of view(Udalski and Pych,1992)Observations were made unfiltered for two reasons.First,due to lack of an autoguiding system,we wished to keep exposures short in order to minimize guiding errors.Second,because our main goal was analysis of the temporal behaviour of the light curve,the use offilters might cause the object to be too faint to observe in quiescence.Exposure times were90seconds during the bright state and100-150seconds at minimum light.All CURVE team data reductions were performed using a standard procedure based on IRAF1package and the profile photometry has been derived using the DAOphotII package(Stetson1987).During preliminary analysis of the data we found the AA VSO archive containing several CCD observations of the same superoutburst of V419Lyr made by observers from England(D.B.)and the United States(R.K.). Therefore we decided to combine our data to obtain better results.ed a0.35-m Meade Schmidt-Cassegrain telescope with a Starlight Xpress SXV-H9CCD camera. Data were taken unfiltered.Exposures were40,50or60sec depending on conditions.The AIP4WIN package (Berry and Burnell2000)was used to dark-subtract andflat-field all images before measuring them using aperture photometry.The magnitude of V419Lyr was determined by differential photometry with respect to an ensemble of two nearby comparison stars.ed0.25-m Meade LX-200Schmidt-Cassegrain telescope equipped with an Apogee AP-47CCD camera and clearfilter characterized by IR block at700nm.MPO Canopus software(Warner2007)was used for differential photometry of the variable with an average of four comparison stars.Table1presents a journal of our CCD observations of V419Lyr.In total,we observed the star for more than48hours on14nights and collected3179exposures.Table1:Observational journal for the V419Lyr campaign.O.Start and O.End correspond(for particular nights)to times forfirst and last CCD frame made in Ostrowik observatory.D.B./R.K.Start and D.B./R.K End correspond to data obtained by David Boyd and Robert Koff respectively."Dur."Gives the total duration of runs from all telescopes excluding the gaps.Date in O.Start O.End D.B.Start D.B.End R.K.Start R.K.End Dur.No.of<V> 20062453000+2453000+2453000+2453000+2453000+2453000+[hr]points[mag]3Global light curveFigure1presents the photometric behaviour of V419Lyr in2006July and August.Dots and open circles correspond to our CCD observations and visual estimates of AA VSO observers,respectively.14.515.51616.5V1717.51818.5935 940 945 950HJD-2453000Figure1:Global light curve of2006superoutburst of V419Lyr.Dots and open circles denote our observa-tions and AAVSO estimates,respectively.Solid line is a least squares linearfit to the plateau phase of the superoutburst.The shape of the light curve corresponds to the standard picture of a superoutburst.First,the star rose rapidly from its quiescent level to a peak magnitude of around14.5mag.Due to the lack of observations,theexact time of the rise is unknown.V419Lyr was seen by AA VSO observers in a bright state on July 16.Two nights later,during our first run,the star was still at the same brightness and showing fully developed super-humps with a peak-to-peak amplitude of 0.3mag -a feature characteristic of the beginning of a superoutburst.Thus we conclude that the July 2006superoutburst started around July 15.-0.2-0.10.1-0.2-0.10.1-0.2-0.10.1-0.2-0.10.1-0.2-0.10.1-0.2-0.10.1-0.2-0.10.10.350.400.450.500.55D e t r e n d e d r e l a t i v e m a g n i t u d e Fraction of the HJD0.350.400.450.500.55-0.2-0.10.1-0.2-0.10.10.600.700.800.90Fraction of the HJD0.600.700.800.90Figure 2:Superhumps observed each night during the 2006July superoutburst of V419Lyr.After reaching peak magnitude,V419Lyr entered the plateau stage lasting about 11days with an average decline rate of about 0.1mag d −1.The plateau stage ended rapidly on July 27and during the next two days we observed the final decline stage with a change of brightness of about 1mag d −1.On July 30the star was again in quiescence showing a mean brightness of 18.1mag.Thus the entire superoutburst lasted about 15days.The linear fit to the plateau stage in Figure 1is helpful in showing there was no rebrightening as has beenobserved in some SU UMa systems (Kato et al.2003a).4SuperhumpsFigure 2shows the light curves of V419Lyr during thirteen individual nights.Filled circles correspond to the Ostrowik Observatory data,while open circles and squares represent D.B.and R.K.measurements respectively.The magnitudes have been transformed to a common V system and detrended for purposes of Fourier power spectrum analysis.The superhumps are clearly visible and have an initial amplitude of ter the superhump amplitude gradually decreases and on August 2/3is practically indistinguishable from noise.4.1ANOV A statisticsAs we noted earlier,all light curves of V419Lyr in superoutburst were detrended by removing a fit based on a first or second order polynomial.Then we analyzed them using ANOVA statistics (Schwarzenberg-Czerny 1996).The resulting periodogram is shown in Figure 3.It shows a very clear and dominant peak at fre-quency f 0=11.107±0.010c/d,which we interpret as due to superhumps and corresponds to the period P sh =0.09033(81)days.1002003004005004 8 12 1620 24A N O V A s t a t .Frequency [c/d]f 0=11.107 c/d Figure 3:ANOVA power spectrum computed for data from nights July 17/18-July 27/28.The spectrum has almost no 1-day aliases due to good coverage and the use of data from three sites -two from Europe and one from the United States.A small peak is also observed around 22c/d,the first harmonic of the main frequency.We then prewhitened the light curve of V419Lyr during the superoutburst with the main period and its first harmonic.The power spectrum of the resulting light curve shows no other periodicities.4.2The O-C analysisTo check the stability of the superhump period and to better determine its value,we constructed an O −C diagram.Because the maxima in our case were almost always clearly visible and easier to measure than minima,we decided to use the timings of the former.Finally,we were able to determine 27times of maxima which are listed in Table 2together with associated errors,cycle numbers E ,and O −C values.Table2:Times of maxima observed in the light curve of V419Lyr during its2006superoutburstCycle HJD-2453000Error O-CA least-squares linearfit to the data taken during the plateau phase of superoutburst gives the following ephemeris for the maxima:HJD max=2453934.4326(41)+0.089983(58)·E(1) The above equation indicates that the mean superhump period was P sh=0.089983(58)days,which agrees within errors with the determination based on ANOVA bining these two measurements gives us ourfinal estimate of the mean superhump period of V419Lyr during its2006July superoutburst which is P sh=0.089985(58)days(129.58±0.08min).The O−C values computed according to the ephemeris(1)are listed in Table2and also shown in Figure4. It is clear that V419Lyr,during its2006superoutburst,showed clear changes of superhump period.In the cycle range0−70the period was quickly decreasing.A second-order polynomialfit to E vs.HJD max dependence in this range corresponds to the solid line in the bottom panel of Figure4and is expressed by the following ephemeris:HJD max=2453934.42496(117)+0.0908080(75)·E−1.125(97)·10−5·E2(2) This equation indicates that the period derivative has the large value˙P/P sh=−24.8(2.2)×10−5.This isthe second largest negative value detected in SU UMa stars.Figure 5,taken from Kato et al.(2003b)and Olech et al.(2003),shows the position of V419Lyr on the ˙P/P sh vs P sh diagram.Only KK Tel had a faster period decrease during its 2002June superoutburst (Kato et al.2003b).It is interesting that both V419Lyr and KK Tel are long superhump period dwarf novae with orbital periods very close or even within the period gap.-0.2-0.10 0.1 0.2 0.3 0 20 40 60 80 100 120 140 160O -C [c y c l e s ]E0.10.20.3A m p l i t u d e [m a g ]935938941944947HJD - 2453000Figure 4:Upper panel:Evolution of the amplitude of superhumps observed in the 2006July superoutburst of V419Lyr.Lower panel:O −C diagram for times of superhump maxima.Solid line corresponds to the quadratic ephemeris (2).Black and open squares denote normal and late superhump maxima respectively.Dashed line corresponds to the 5th order polynomial fit.Size of the squares is,on average,of the size of error bars.-40-200 200.04 0.06 0.08 0.1 0.12d P /d t (×10-5)Superhump period [d]It is worth commenting on the behaviour of the superhump period after cycle number E =70.At that moment,the star was still in the plateau phase of the superoutburst,three days before entering the final decline,and superhumps were still clearly visible in the light curve.The O −C values for cycle numbers from 70toFigure5:˙P/P sh versus P sh for SU UMa-type dwarf novae.Thefigure is taken from Kato et al.(2003b)and Olech et al.(2003).P min denotes the boundary for a hydrogen rich secondary.The range of the period gap is also plotted.1RXS is an abbreviation for1RXS J232953.9+062814.111can be roughlyfitted with a straight line,which indicates that the period decrease had stopped and its value stabilized at P sh=0.08983(8)days.The noisy maxima with cycle numbers above120are shifted by∼0.4cycle with respect to the superhump maxima from earlier nights.This indicates that they may be connected with late superhumps or even with the orbital wave.It is interesting that our O−C diagram could be also interpreted in diffrent way than"common superhump followed by transition to late superhump"scenario.Fitting a5th order polynomial to the moments of maxima appears to work with the data about as well as a quadratic followed by a linear trend as described previously. We are not arguing in favour of this interpretation,simply saying that there might be other interpretations of the data.4.3Amplitude and shapeThe upper panel of Figure4shows the evolution of the amplitude of superhumps through the entire super-outburst.In a typical SU UMa star,fully developed superhumps have an amplitude of about0.3mag and a characteristic tooth shape.Interestingly,these properties seem to be completely independent of the inclination of the orbit of the binary.As the outburst progresses,the amplitude gradually decreases and the profile of the humps changes.A few days after maximum,so called secondary humps or interpulses become visible.In the beginning they are small but with time they may become as high as the main maxima-most probably evolving towards late superhumps.V419Lyr is an interesting case because it seems not to follow this scenario.On the nights of July19/20 and20/21it clearly showed double maxima.However,these quickly disappeared.During subsequent nights there was hardly a trace of secondary humps.Very weak humps could be seen only on July23/24and25/26 and quite strong ones on July27/28.We were curious about the reason for such behaviour.The only property which strongly differs in V419Lyr from typical SU UMa stars is its long superhump/orbital period placing it within the period gap.We therefore reviewed the literature to investigate the occurrence of secondary humps among long period systems(i.e.with superhump period>0.08days).The summary of our review is given in Table3.Among21reviewed stars only four show clear secondary humps.The rest of them show no interpulses at all or only a weak trace of them.5ConclusionsThe orbital period of V419Lyr is unknown.However it is possible to estimate its value using the relation in Stolz and Schoembs(1984)connecting the period excessεdefined as P sh/P orb−1with the orbital period of the binary.This empirical relation is as follows:ε=0.858(11)·P orb−0.0282(2)(3) Using the definition ofεand knowing P sh for V419Lyr,we were able to estimate the orbital period as P orb≈0.086days.This is slightly longer than two hours which indicates that V419Lyr is a dwarf nova in the period gap.Table3:Occurrence of secondary humps in long period superhumpersStar P sh[days]Clear Poorly Invisible Ref1.Kato et al.(1998),2.Kato et al.(2001),3.Woudt&Warner(2001),4.Kato et al.(2002),5.Olech et al.(2005),6.Harvey et al.(1995),7.Mennickent&Sterken(1998),8.O’Donoghue(1987),9.Kato et al.(2003c),10.Kato et al.(2004b),11.Kato&Uemura(2001),12.Nogami et al.(1995),13.Kato(2002),14.Howell et al.(1993),15.Barwig et al.(1982),16.Warner et al.(1989),17.Kato et al.(2003c),18.Kato et al.(2003b),19.Nogami et al.(2001),20.Feline et al.(2004),21.Nogami et al.(1998),22.Kato&Uemura(2001),23.Kato(1993),24.Patterson(1979),25.Kato(2001),26.Nogami et al.(1998),27.Uemura et al.(2001),28.Antipin&Pavlenko(2002),29.Nogami et al.(2003)Many characteristics of V419Lyr are typical of SU UMa stars.It goes into superoutburst every year or so,the eruption lasts about two weeks and has an amplitude of∼3.5mag.Superhumps appear shortly after the beginning of the superoutburst and have a maximum amplitude of0.3mag,which decreases to0.1mag at the end of the outburst.In addition to its long orbital period,V419Lyr is unusual in two other properties.Its superhump period derivative has one of the largest negative values known and it shows only a weak trace of secondary humps in thefinal stages of the superoutburst.Acknowledgments.We acknowledge generous allocation of the Warsaw Observatory0.6-m telescope time. 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