T O N 𝑡検定 ............................................ 18, 19, 20, 112 W P R S 索引 nearest neighbor matching ............................... 74 observational study ............................................. 6 Odds Ratio, OR ................................ 30, 112, 150 one to k matching ............................................. 73 one-to-one matching ......................................... 73 overfitting ......................................................... 48 potential outcome ............................................... 9 Propensity Score Analysis ................................ 16 Propensity Score Matching, PSM ........................ ...................................................... 16, 71, 74, 152 Propensity Score, PS ............................ 1, 7, 8, 43 Randomizes Controlled Trial, RCT ............ 1, 5, 8 Regression .......................................... 20, 46, 151 ROC曲線 ................................................... 57, 59 SEM ................................................................... 4 Sensitivity analysis ................................... 12, 109 stabilized weight ............................................. 127 Stable Unit Treatment Value Assumption, SUTVA ..................................................... 13, 14 Standardized Mean Difference, SMD .................. ...................................................... 18, 36, 38, 100 stratification .............................................. 16, 113 StatsGuild Inc. treatment ............................................................ 2 Treatment group ........................................... 2, 36 treatment variable ............................................... 2 Weighted Least Squares, WLS ...................... 135 Welch test ........................................ 27, 109, 172 with replacement ........................................ 73, 81 without replacemen .............................. 73, 81, 84 安定化重み ................................................... 127 一般化線型モデル ............................ 16, 20, 139 ウェルチ検定 ................................... 26, 27, 107 オッズ比 ................................... 29, 32, 110, 145 重み付き最小二乗法 .................................... 135 カイ2乗検定 ................... 19, 20, 30, 36, 75, 112 介入変数 ........................................................... 2 拡張機能 ........................... 20, 77, 151, 152, 153 隠れたバイアス........................................ 12, 15 過剰適合 ............................................. 12, 44, 48 仮説検定 ................................................... 19, 36 観察研究 ....................................................... 1, 6 感度 ................................................................. 59 感度分析 ......................................... 12, 109, 150 機械学習 ............................................. 11, 44, 57 疑似RCT .................................................... 5, 7, 8 疑似ランダム化................................................ 8 あ行 か行 175
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