Contents
Drawing causal inferences using propensity score methods in educational research / 김준엽 ; 정혜경 ; Michael H. Seltzer 1
[요약] 1
I. Introduction 2
II. Rubin's Causal Model 2
III. Propensity Scores and Causal Effects without Randomization 5
IV. Use of Propensity Scores for Causal Inference 6
V. An Illustration 9
1. Data and Research Questions 9
2. Propensity score estimation and balance checking 10
3. Estimation of treatment effects 13
VI. Discussion: Issues for Education Research 16
1. Covariance adjustment and propensity score methods 16
2. Looking beyond binary treatments 17
3. Multilevel extensions and selection process 18
4. Sensitivity to hidden confounding variables 19
Note 20
References 21
저자소개 23
〈요약〉 24