Testing treatment effect heterogeneity in regression discontinuity designs

DOI10.1016/j.jeconom.2018.10.004zbMath1452.62920OpenAlexW2414589316MaRDI QIDQ1739871

Shu Shen, Yu-Chin Hsu

Publication date: 29 April 2019

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jeconom.2018.10.004

zbMATH Keywords

fuzzy regression discontinuitytreatment effect heterogeneitysharp regression discontinuity

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric hypothesis testing (62G10) Fuzziness, and linear inference and regression (62J86)

Uses Software

• rdmulti

Cites Work

• Consistent model specification tests
• Regression discontinuity designs: a guide to practice
• Inference based on many conditional moment inequalities
• Quantile treatment effects in the regression discontinuity design
• Testing functional inequalities
• Variable bandwidth and local linear regression smoothers
• Consistent bootstrap tests of parametric regression functions
• Weak convergence and empirical processes. With applications to statistics
• Introduction to empirical processes and semiparametric inference
• Nonparametric inference based on conditional moment inequalities
• An improved bootstrap test of stochastic dominance
• A simple test for moment inequality models with an application to English auctions
• Inference Based on Conditional Moment Inequalities
• Intersection Bounds: Estimation and Inference
• A Consistent Conditional Moment Test of Functional Form
• Instrumental Variables Regression with Weak Instruments
• Asymptotic Theory of Integrated Conditional Moment Tests
• TESTING FOR A GENERAL CLASS OF FUNCTIONAL INEQUALITIES
• ADAPTIVE TESTS OF CONDITIONAL MOMENT INEQUALITIES
• Robust Nonparametric Confidence Intervals for Regression-Discontinuity Designs
• Consistent tests for conditional treatment effects
• Inference for Parameters Defined by Moment Inequalities Using Generalized Moment Selection
• Inference for the Identified Set in Partially Identified Econometric Models
• Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects
• Improving the Power of Tests of Stochastic Dominance
• Consistent specification testing for conditional moment restrictions

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