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An introduction to flexible methods for policy evaluation

Huber, Martin - 2019

Persistent link: https://www.econbiz.de/10012138326

Sensitivity checks for the local average treatment effect

Huber, Martin - In: Economics letters 123 (2014) 2, pp. 220-223

Persistent link: https://www.econbiz.de/10010400276

A test of the conditional independence assumption in sample selection models

Huber, Martin; Melly, Blaise - In: Journal of applied econometrics 30 (2015) 7, pp. 1144-1168

Persistent link: https://www.econbiz.de/10011431744

The finite sample performance of inference methods for propensity score matching and weighting estimators

Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - 2016

Persistent link: https://www.econbiz.de/10011500392

The finite sample performance of inference methods for propensity score matching and weighting estimators

Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - 2016

This paper investigates the finite sample properties of a range of inference methods for propensity score-based matching and weighting estimators frequently applied to evaluate the average treatment effect on the treated. We analyse both asymptotic approximations and bootstrap methods for...

Persistent link: https://www.econbiz.de/10011452098

Nonparametric estimation of natural direct and indirect effects based on inverse probability weighting

Hsu, Yu-Chin; Huber, Martin; Lai, Tsung-Chih - In: Journal of econometric methods 8 (2019) 1, pp. 1-20

Persistent link: https://www.econbiz.de/10012022995

The finite sample performance of semi- and nonparametric estimators for treatment effects and policy evaluation

Frölich, Markus; Huber, Martin; Wiesenfarth, Manuel - 2015

Persistent link: https://www.econbiz.de/10011302461

Including covariates in the regression discontinuity design

Frölich, Markus; Huber, Martin - In: Journal of business & economic statistics : JBES ; a … 37 (2019) 4, pp. 736-748

Persistent link: https://www.econbiz.de/10012179376

The finite sample performance of inference methods for propensity score matching and weighting estimators

Bodory, Hugo; Camponovo, Lorenzo; Huber, Martin; … - In: Journal of business & economic statistics : JBES ; a … 38 (2020) 1, pp. 183-200

Persistent link: https://www.econbiz.de/10012179542

The finite sample performance of estimators for mediation analysis under sequential conditional independence

Huber, Martin; Lechner, Michael; Mellace, Giovanni - In: Journal of business & economic statistics : JBES ; a … 34 (2016) 1, pp. 139-160

Persistent link: https://www.econbiz.de/10011691243