如题。现基于坛友hollyworldman上传的扫描电子书(https://bbs.pinggu.org/forum.php?mod=viewthread&tid=1112825&highlight=Propensity%2BScore%2BAnalysis)而制作的改良版。
改良之处:
1. 将第1章和第4章替换为出版社提供的高清晰原版pdf;
2. pdf附件中有原书配套的数据、程序以及勘误表;
3. 将原每页两面调整为每页1面,尽可能删除扫描黑边,去扭斜,并OCR;
4. 制作全部章节的目录,补充封面。
目录
1. Introduction | |
2. Counterfactual Framework and Assumptions | |
3. Conventional Methods for Data Balancing | |
4. Sample Selection and Related Methods | |
5. Propensity Score Matching and Related Methods | |
6. Matching Estimators | |
7. Propensity Score Analysis with Nonparametric Regression | |
8. Selection Bias and Sensitivity Analysis | |
9. Concluding Remarks | |
References | |
Index |
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