Wirtschaftswissenschaftliche Fakultät der Leibniz Universität Hannover

2024 / 2023 / 2022 / 2021 / 2020 / 2019 / ältere Diskussionspapiere anzeigen

Diskussionspapiere - Hannover Economic Papers (HEP)

Testing for Heterogeneous Treatment Effects in Experimental Data: False Discovery Risks and Correction Procedures

Autor: Günther Fink, Margaret McConnell and Sebastian Vollmer
Nummer: 477, Jul 2011, pp. 26
JEL-Class: /N

Abstract:
We review the statistical models applied to test for heterogeneous treatment effects in the recent empirical literature, with a particular focus on data from randomized field experiments. We show that testing for heterogeneous treatment effects is highly common, and likely to result in a large number of false discoveries when conventional standard errors are applied. We demonstrate that applying correction procedures developed in the statistics literature can fully address this issue, and discuss the implications of multiple testing adjustments for power calculations and experimental design.

Zusammenfassung:
/N

Diskussionspapier als PDF-Datei herunterladen
BibTeX-Datensatz herunterladen

| ©2004 - 2024 Wirtschaftswissenschaftliche Fakultät, letzte Änderung am 2014-09-02 11:55:06