【中級編A】傾向スコアによる分析

6/12

E 2値変数 ................................ 18, 35, 75, 102, 148 F A H B I C K c統計量 .......................................... 45, 57, 59, 60 M D BM SPSS Statisticsによる統計解析 174 1:1 マッチング ................................................ 73 1:k マッチング ................................................ 73 1-特異度 .......................................................... 59 Advanced Statistics .................................. 20, 139 Area Under the Curve, AUC ................ 45, 57, 59 Average Treatment Effect on the Treated, ATT ... .............................. 10, 17, 73, 107, 115, 122, 123 Average Treatment Effect, ATE .......................... ...................................... 9, 17, 114, 122, 123, 150 Base ............................................ 20, 31, 151, 152 caliper matching ............................................... 74 Cohen’s d ................................... 18, 36, 109, 172 common support ................................... 15, 45, 66 confounding ........................................................ 4 confounding factor ............................................. 4 Control group ............................................... 2, 36 covariate ......................................................... 3, 4 covariate analysis ..................................... 16, 113 Cox回帰分析（比例ハザードモデル） ..... 121 c-statistics ................................................... 45, 57 dependent variable.............................................. 3 StatsGuild Inc. Directed Acyclic Graph, DAG ........................... 4 Effect Size, ES ......................................... 28, 100 exact matching ................................................. 74 exclusive restriction ......................................... 14 experimental study ............................................. 5 Fisherの直接法（Fisherの正確確率検定） ...... ..................................................... 30, 31, 75, 111 Fuzzy matching .............................. 151, 152, 153 Hedgesの補正 ............................................... 100 hidden bias ....................................................... 12 Hosmer-Lemeshowの適合度 .......................... 50 individual treatment effect, ITE ................... 9, 17 internal validity .................................................. 5 intervention variable .......................................... 2 Inverse Probability of Treatment Weighting, IPTW .................................................. 16, 17, 123 Inverse Probability Weighting, IPW .................... ........................... 16, 17, 113, 115, 122, 124, 150 Kaplan-Meier ........................................... 20, 112 multivariate analysis .......................................... 6 数字