机译:Principal Component Analysis: A Natural Approach to Data Exploration
Univ Sao Paulo, Inst Phys, Sao Paulo Vila Univ, 187 Rua Matto, BR-05508090 Sao Paulo, SP, Brazil;
Univ Sao Paulo, Inst Math & Stat, Sao Paulo Vila Univ, 1010 Rua Matao, BR-05508090 Sao Paulo, SP, Brazil;
Univ Sao Paulo, Sao Carlos Inst Phys, FCM, 400 Trabalhador Sao Carlense Ave, BR-13566590 Sao Carlos, SP, Brazil|Univ Sao Paulo, Inst Math & Comp Sci, Sao Carlos, SP, BrazilUniv Sao Paulo, Sao Carlos Inst Phys, Sao Carlos, SP, Brazil|Indiana Univ, Sch Informat Comp & Engn, Bloomington, IL 47405 USA|Indiana Univ, Network Sci Inst, 1001 IN 45, Bloomington, IN 47408 USAUniv Fed Sao Carlos, Dept Comp Sci, 235 Washington Luiz Ave, BR-13565905 Sao Carlos, SP, BrazilUniv Sao Paulo, Inst Math & Comp Sci, 400 Trabalhador Sao Carlense Ave, BR-13566590 Sao Paulo, SP, BrazilUniv Sao Paulo, Sao Carlos Inst Phys, FCM, 400 Trabalhador Sao Carlense Ave, BR-13566590 Sao Carlos, SP, Brazil;
Statistical methods; principal component analysis; dimensionality reduction; data visualization; covariance and correlation;