多元统计分析
- 1、下载文档前请自行甄别文档内容的完整性，平台不提供额外的编辑、内容补充、找答案等附加服务。
- 2、"仅部分预览"的文档,不可在线预览部分如存在完整性等问题,可反馈申请退款(可完整预览的文档不适用该条件!)。
- 3、如文档侵犯您的权益，请联系客服反馈,我们会尽快为您处理(人工客服工作时间：9:00-18:30)。
系统聚类法的几种不同的方法：
一．组间连接法Dendrogram using Average Linkage (Between Groups)
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+ 6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
1 -+
7 -+
14 -+
3 -+
15 -+---------+
11 -+ +-------------------------------------+ 5 -+ | | 8 -----------+ | 13 -------------------------------------------------+ 二．组内连接法
Dendrogram using Average Linkage (Within Group)
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+ 6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
1 -+
3 -+
7 -+
14 -+-+
15 -+ +-------+
11 -+ | +-------------------------------------+
5 ---+ | |
8 -----------+ |
13 -------------------------------------------------+ 三．Dendrogram using Single Linkage
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+ 6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
14 -+
3 -+-+
15 -+ +---------+
11 -+ | +-----------------------------------+
5 ---+ | |
8 -------------+ |
13 -------------------------------------------------+
四.Dendrogram using Complete Linkage
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+ 6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
1 -+
7 -+
14 -+
3 -+-+
15 -+ +---------+
11 -+ | +-----------------------------------+
5 ---+ | |
8 -------------+ |
13 -------------------------------------------------+ 五．Dendrogram using Centroid Method
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+ 6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
1 -+
7 -+
14 -+
3 -+
15 -+---------+
11 -+ +-------------------------------------+
5 -+ | |
8 -----------+ |
13 -------------------------------------------------+ 六．Dendrogram using Median Method
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+
2 -+
12 -+
4 -+
10 -+
1 -+
7 -+
14 -+
3 -+-+
15 -+ +---------+
11 -+ | +-----------------------------------+
5 ---+ | |
8 -------------+ |
13 -------------------------------------------------+
七． Dendrogram using Ward Method
Rescaled Distance Cluster Combine
C A S E 0 5 10 15 20 25
Label Num +---------+---------+---------+---------+---------+
6 -+
9 -+
2 -+
12 -+
4 -+
10 -+
1 -+
7 -+
14 -+
3 -+
15 -+-----------------------------------------------+
11 -+ |
5 -+ |
8 ---------+---------------------------------------+
13 ---------+
从树形图可以清楚的看到，若将15个样品分为两类，则样品1—12和14,15为一类，样品13为一类。若将样品分为三类，则样品1—7和样品9—12,14,15为一类，8为一类，13为一类，依此类推。K均值法