【初級編B】回帰分析とロジスティック回帰分析

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M S N T O U P V W P値 ............................................................... 9, 31 R 索引 183 McFadden R2乗 ............................................. 118 multicollinearity ................................. 50, 90, 122 Multinomial Logistic Regression ................... 114 multiple correlation coefficient ........................ 48 multiple regression analysis ............................. 45 multivariate analysis ....................................... 144 Nagelkerke R2乗 ............................ 118, 134, 149 negative correlation ............................................ 5 Odds ....................................................... 110, 112 odds ratio , OR ............................... 110, 112, 135 Ordinal Logistic Regression ........................... 114 outcome variable .............................................. 45 outlier ........................................................... 7, 10 partial correlation coefficient ........................... 13 partial regression coefficient ...................... 46, 78 Pearson product-moment correlation coefficient . ............................................................................ 7 positive correlation ............................................. 4 predictor variable.............................................. 45 rank ................................................................... 10 Receiver Operation Characteristic curve ........ 155 reference category ............................ 57, 116, 139 StatsGuild Inc. t 検定 ....................................................... 33, 125 t 分布 ................................................................. 9 regression analysis ..................................... 43, 44 regression coefficient ................................. 44, 46 residual ....................................................... 47, 49 response variable .............................................. 45 ROC曲線 ....................... 120, 155, 157, 159, 163 scatter plot ................................................ 1, 3, 22 simple regression analysis ................................ 45 slope ........................................................... 44, 46 Spearman’s rank correlation coefficient .......... 10 spurious correlation .......................................... 12 standardized partial regression coefficient ....... 47 standardized residual ........................................ 49 unadjusted odds ratio（unadjusted OR）112, 136 uncorrelated........................................................ 6 univariate analysis .......................................... 130 variance inflation factor（VIF） ....... 51, 90, 122 Wald統計量 ................................... 123, 151, 166 赤池情報量基準 ...................................... 48, 117 値ラベル ................................................... 18, 60 あ行