کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5095449 1478575 2017 22 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Regression discontinuity design with continuous measurement error in the running variable
ترجمه فارسی عنوان
طراحی انسجام رگرسیون با خطای اندازه گیری مداوم در متغیر در حال اجرا
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات آمار و احتمال
چکیده انگلیسی

Since the late 90s, Regression Discontinuity (RD) designs have been widely used to estimate Local Average Treatment Effects (LATE). When the running variable is observed with continuous measurement error, identification fails. Assuming non-differential measurement error, we propose a consistent nonparametric estimator of the LATE when the discrepancy between the true running variable and its noisy measure is observed in an auxiliary sample of treated individuals, and when there are treated individuals at any value of the true running variable - two-sided fuzzy designs. We apply our method to estimate the effect of receiving unemployment benefits.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Econometrics - Volume 200, Issue 2, October 2017, Pages 260-281
نویسندگان
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