کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
5096168 | 1376508 | 2014 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Nonparametric inference for counterfactual means: Bias-correction, confidence sets, and weak IV
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
آمار و احتمال
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Nonparametric inference for counterfactual means: Bias-correction, confidence sets, and weak IV Nonparametric inference for counterfactual means: Bias-correction, confidence sets, and weak IV](/preview/png/5096168.png)
چکیده انگلیسی
This paper supplements Manski (1990) and Manski and Pepper (2000) and contributes to the literature by introducing the concept of weak IV for the partially identified mean counterfactual outcomes when an instrumental variable (IV) or a monotone instrumental variable (MIV) is available (IV or MIV assumption respectively); developing asymptotically uniformly valid confidence sets for the counterfactual mean outcomes and average treatment effects under the assumptions; correcting biases of estimates of bounds on the counterfactual mean outcomes under the assumptions. We apply the confidence sets to further examining the effect of family intactness on a child's high school graduation originally studied in Manski et al. (1992).
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Econometrics - Volume 178, Part 1, January 2014, Pages 45-56
Journal: Journal of Econometrics - Volume 178, Part 1, January 2014, Pages 45-56
نویسندگان
Yanqin Fan, Sang Soo Park,