Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment
Kranz S, Pütz P (2022)
American Economic Review 112(9): 3124-3136.
Zeitschriftenaufsatz
| Veröffentlicht | Englisch
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Autor*in
Kranz, Sebastian;
Pütz, PeterUniBi
Einrichtung
Abstract / Bemerkung
Brodeur, Cook, and Heyes (2020) study hypothesis tests from eco-nomic articles and find evidence for p-hacking and publication bias, in particular for instrumental variable and difference-in-difference studies. When adjusting for rounding errors (introducing a novel method), statistical evidence for p-hacking from randomization tests and caliper tests at the 5 percent significance threshold vanishes for difference-in-differnce studies but remains for instrumental variable studies. Results at the 1 percent and 10 percent significance thresh-olds remain largely similar. In addition, Brodeur, Cook, and Heyes derive latent distributions of z-statistics absent publication bias using two different approaches. We establish for each approach a result that challenges its applicability.
Erscheinungsjahr
2022
Zeitschriftentitel
American Economic Review
Band
112
Ausgabe
9
Seite(n)
3124-3136
ISSN
0002-8282
eISSN
1944-7981
Page URI
https://pub.uni-bielefeld.de/record/2966353
Zitieren
Kranz S, Pütz P. Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment. American Economic Review. 2022;112(9):3124-3136.
Kranz, S., & Pütz, P. (2022). Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment. American Economic Review, 112(9), 3124-3136. https://doi.org/10.1257/aer.20210121
Kranz, Sebastian, and Pütz, Peter. 2022. “Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment”. American Economic Review 112 (9): 3124-3136.
Kranz, S., and Pütz, P. (2022). Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment. American Economic Review 112, 3124-3136.
Kranz, S., & Pütz, P., 2022. Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment. American Economic Review, 112(9), p 3124-3136.
S. Kranz and P. Pütz, “Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment”, American Economic Review, vol. 112, 2022, pp. 3124-3136.
Kranz, S., Pütz, P.: Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment. American Economic Review. 112, 3124-3136 (2022).
Kranz, Sebastian, and Pütz, Peter. “Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics: Comment”. American Economic Review 112.9 (2022): 3124-3136.
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