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Principal components analys...
Principal components analysis offers researchers a 'feel' for analysing particular sets of multidimensional data. It is particularly useful in coping with multicolinearity in regression analysis, a persistent problem in behavioral and social science data sets
Monografía
monografia Rebiun39469668 https://catalogo.rebiun.org/rebiun/record/Rebiun39469668 m o d cr cn||||||||| 001013s1989 caua ob 000 0 eng d 666162191 680417224 935278602 961494786 962648589 988825931 999586946 1065787813 1091742416 1107339480 1126206483 1153000228 058516360X electronic bk.) 9780585163604 electronic bk.) 9781412985475 ebook) 1412985471 ebook) 9780803931046 0803931042 9781452208923 1452208921 0803930142 AU@ 000048635766 NZ1 14220263 N$T eng pn N$T OCL OCLCQ YDXCP OCLCG OCLCQ UAB SHH OCLCQ OCLCO UIU OCLCQ ZCU E7B OCLCF OCLCQ OCLCE COO NLGGC OCLCQ EBLCP OCLCQ AZK OCLCQ Z5A OCLCQ MERER OCLCQ WYU UX1 VT2 OCLCQ K6U OCLCO OCLCQ OCLCO OCLCL OCLCQ dlr MAT 029020 bisacsh 519.5/35 20 https://id.oclc.org/worldcat/ddc/E3wK8jmM4bHcB9PjvK8M6yXfrt 31.73 bcl Dunteman, George H. George Henry),) 1935-) https://id.oclc.org/worldcat/entity/E39PCjyTQj3F9C6F8qRvTFcMfq Principal components analysis George H. Dunteman Newbury Park Sage Publications 1989 Newbury Park Newbury Park Sage Publications 1 online resource (96 pages) illustrations 1 online resource (96 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Sage university papers series. Quantitative applications in the social sciences no. 07-069 Includes bibliographical references (pages 94-95) 1. Introduction -- Example -- 2. Basic concepts of principal components analysis -- 3. geometrical properties of principal components -- Example -- 4. Decomposition properties of principal components -- Decomposition of the variables -- Spectral decomposition of the correlation or covariance matrix -- 5. Principal components of patterned correlation matrices -- Example -- 6. Rotation of principal components -- Example -- 7. Using principal components to select a subset of variables -- Example -- 8. Principal components versus factor analysis -- Example -- Factor rotation -- 9. Uses of principal components in regression analysis -- Regression on principal components -- Principal components regression -- Example -- 10. Using principal components to detect outlying and influential observations -- 11. Use of principal components in cluster analysis -- 12. Use of principal components analysis in conjunction with other multivariate analysis procedures -- Use of principal components in discriminant analysis -- Example -- Use of principal components in canonical correlation analysis -- 13. Other techniques related to principal components -- Principal coordinate analysis -- Correspondence analysis Use copy. Restrictions unspecified star. MiAaHDL Principal components analysis offers researchers a 'feel' for analysing particular sets of multidimensional data. It is particularly useful in coping with multicolinearity in regression analysis, a persistent problem in behavioral and social science data sets Electronic reproduction. [Place of publication not identified] HathiTrust Digital Library 2010. MiAaHDL Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL Principal components analysis Analyse en composantes principales MATHEMATICS- Probability & Statistics- Multivariate Analysis. Principal components analysis. Principale-componentenanalyse. Analise multivariada. Print version Dunteman, George H. (George Henry), 1935-. Principal components analysis. Newbury Park : Sage Publications, 1989 0803931042 (DLC) 89063965 (OCoLC)19853507 Quantitative applications in the social sciences no. 07-069