Consistent tests for conditional treatment effects

DOI10.1111/ectj.12077OpenAlexW2119375517MaRDI QIDQ5093947

Yu-Chin Hsu

Publication date: 2 August 2022

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

Full work available at URL: https://doi.org/10.1111/ectj.12077

zbMATH Keywords

hypothesis testingtreatment effectspropensity scoretest consistency

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (13)

Nonparametric Tests for the Effect of a Treatment on the Conditional Variance ⋮ TESTING FOR A GENERAL CLASS OF FUNCTIONAL INEQUALITIES ⋮ Nonparametric tests for treatment effect heterogeneity in observational studies ⋮ Significance test for semiparametric conditional average treatment effects and other structural functions ⋮ TESTING FOR UNOBSERVED HETEROGENEOUS TREATMENT EFFECTS WITH OBSERVATIONAL DATA ⋮ A Sparse Random Projection-Based Test for Overall Qualitative Treatment Effects ⋮ Testing treatment effect heterogeneity in regression discontinuity designs ⋮ Unnamed Item ⋮ COMBINING ESTIMATES OF CONDITIONAL TREATMENT EFFECTS ⋮ TESTING GENERALIZED REGRESSION MONOTONICITY ⋮ Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting ⋮ On testing conditional qualitative treatment effects ⋮ A U-statistic-based test of treatment effect heterogeneity

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