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PCA princomp analysis.md

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SAS-project princomp analysis

/涵盖了成分评分矩阵,成分模式概略,陡坡图,已解释方差图形/ /* 生成代码 (IMPORT) / / 源文件: iris.csv / / 源路径: /home/wlx5210/sasuser.v94 / / 代码生成日期: 18/10/21 下午2:15 */

%web_drop_table(iris); FILENAME REFFILE '/home/wlx5210/sasuser.v94/iris.csv'; PROC IMPORT DATAFILE=REFFILE DBMS=CSV OUT=iris; GETNAMES=YES; RUN; PROC CONTENTS DATA=iris; RUN; %web_open_table(iris);

/*proc princomp cov score */ ods graphics on; title 'principal component analysis'; proc princomp data=iris cov plots=score(ellipse);
run; ods graphics off;

/*proc princomp patternprofile */ ods graphics on; proc princomp data=iris n=3 out=PCiris standard plots=patternprofile; run; ods graphics off;

/plot the 3th components/ ods graphics on; proc princomp data=iris plots(ncomp=3)=all n=5; run; ods graphics off;