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Journal of Chinese Integrative Medicine ›› 2010, Vol. 8 ›› Issue (6): 589-593.doi: 10.3736/jcim20100613

• Medical Statistics • Previous Articles     Next Articles

Principal component analysis and exploratory factor analysis using SAS software package

Wei-wei Liu,Liang-ping Hu   

  1. Consulting Center of Biomedical Statistics, Academy of Military Medical Sciences, Beijing 100850, China
  • Received:2010-04-19 Accepted:2010-05-09 Online:2010-06-20 Published:2010-06-15
  • Contact: Liang-ping Hu E-mail:lphu812@sina.com

Key words: Statistics, Medicine, Principal component analysis, Factor analysis, SAS software

[1] Sun ZQ. Medical statistics[M]. Beijing: People’s Medical Publishing House, 2002: 321-341
孙振球 . 医学统计学[M]. 北京: 人民卫生出版社, 2002: 321-341
[2] Hu LP. Modern statistics and application of SAS[M]. Beijing: Press of Military Medical Sciences, 2000: 316-330
胡良平 . 现代统计学与SAS应用[M]. 北京: 军事医学科学出版社, 2000: 316-330
[3] SAS Institute Inc.SAS/Stat 9.2 user’s guide[M].Cary,NC: SAS Institute Inc, 2008: 1533-1619, 5137-5187
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