A Mistake Application for Principal Component Analysis

被引：0
|
作者：
Han, Run-chun [1 ]
Xiao, Ji-xian [2 ]
机构：
[1] Hebei Polytech Univ, Sch Econ & Management, Tangshan, Peoples R China
[2] Hebei Polytech Univ, Sch Sci, Tangshan, Peoples R China
来源：
ICIC 2009: SECOND INTERNATIONAL CONFERENCE ON INFORMATION AND COMPUTING SCIENCE, VOL 3, PROCEEDINGS: APPLIED MATHEMATICS, SYSTEM MODELLING AND CONTROL | 2009年
关键词：
Principal Component Analysis; Evaluation System; Weight;
D O I：
10.1109/ICIC.2009.302
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
When solving multivariate sample data, principal component analysis (PICA) can simplify the source, reduce the dimension of redundancies, and make the new variable uncorrelated, so it is widely utilized in multivariate statistical analysis. These years, however, some people apply the PCA to determine the weight of evaluation index system, even include the method in the textbook. This paper will clarify the unscientific method of valuing the weight in two ways.
引用
收藏
页码：383 / +
页数：2
相关论文
共 50 条
  • [1] Application of microcalorimetry and principal component analysis
    Wang, Jian
    Cheng, Danhong
    Zeng, Nan
    Xia, Houlin
    Fu, Yong
    Yan, Dan
    Zhao, Yanling
    Xiao, Xiaohe
    [J]. JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY, 2010, 102 (01) : 137 - 142
  • [2] Application in the Teaching of Principal Component Analysis
    Ren, Xueli
    Dai, Yubiao
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND COMPUTER SCIENCE (ICEMC 2017), 2017, 73 : 412 - 416
  • [3] APPLICATION OF PRINCIPAL COMPONENT ANALYSIS IN GENETICS
    ABEYWARDENA, V
    [J]. JOURNAL OF GENETICS, 1972, 61 (01) : 27 - 51
  • [4] Application of Principal Component Regression Analysis in Economic Analysis
    Chen Ming-ming
    Ma Jing-lian
    [J]. PROCEEDINGS OF THE 2015 3RD INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE, EDUCATION TECHNOLOGY, ARTS, SOCIAL SCIENCE AND ECONOMICS (MSETASSE 2015), 2015, 41 : 1205 - 1208
  • [5] APPLICATION OF PRINCIPAL COMPONENT ANALYSIS TO WORKS OF MOLIERE
    SAINTEMARIE, P
    ROBILLAR.P
    BRATLEY, P
    [J]. COMPUTERS AND THE HUMANITIES, 1973, 7 (03): : 131 - 137
  • [6] Application of principal component analysis in journal evaluation
    Wen Xuebing
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 18 - 23
  • [7] PRINCIPAL COMPONENT ANALYSIS IN APPLICATION TO OBJECT ORIENTATION
    WEI Yi S.MarshallWEI Yi
    principal component(PC)
    observed samples
    eigenvector
    eigenvalue
    [J]. Geo-spatial Information Science, 2000, (03) : 76 - 78
  • [8] Application of principal component analysis to ellipsometric spectra
    Brouwer, EAM
    Kooij, ES
    Wormeester, H
    Hempenius, MA
    Poelsema, B
    [J]. JOURNAL OF PHYSICAL CHEMISTRY B, 2004, 108 (23): : 7748 - 7753
  • [9] Application of principal component analysis in radar polarimetry
    Danklmayer, A
    [J]. IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 1999 - 2002
  • [10] The Application of Principal Component Analysis in Mathematical Modeling
    朱宁
    陈克西
    李竹梅
    [J]. 大学数学, 1999, (04) : 106 - 110
12345