Empirical likelihood confidence interval for difference-in-differences estimator with panel data

DOI10.1016/j.econlet.2022.110524OpenAlexW4224252709MaRDI QIDQ2158657

Zhilin Huang, Shengfang Tang

Publication date: 26 July 2022

Published in: Economics Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.econlet.2022.110524

zbMATH Keywords

confidence intervalempirical likelihoodaverage treatment effect on the treateddifference-in-differences

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Doubly robust difference-in-differences estimators
• Nonparametric estimation of regression functions with both categorical and continuous data
• Empirical likelihood ratio confidence regions
• Multivariate locally weighted least squares regression
• Two-step semiparametric empirical likelihood inference
• Local linear regression smoothers and their minimax efficiencies
• Semiparametric Difference-in-Differences Estimators
• Empirical Likelihood for Efficient Semiparametric Average Treatment Effects
• Empirical-Likelihood-Based Difference-in-Differences Estimators
• Empirical likelihood ratio confidence intervals for a single functional
• Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme
• Characterizing Selection Bias Using Experimental Data
• Double/debiased machine learning for difference-in-differences models
• Double/debiased machine learning for treatment and structural parameters
• PROPERTIES OF DOUBLY ROBUST ESTIMATORS WHEN NUISANCE FUNCTIONS ARE ESTIMATED NONPARAMETRICALLY

This page was built for publication: Empirical likelihood confidence interval for difference-in-differences estimator with panel data