The Connection Between Varying Treatment Effects and the Crisis of Unreplicable Research
Abstract
We connect the replication crisis in social science to the default model of constant effects coupled with the flawed statistical approach of null hypothesis significance testing and the related problems arising from the default model of constant treatment effects. We argue that Bayesian modeling of interactions could lead to a general improvement in the communication and understanding of research results. Moving to Bayesian methods (or, more...
Paper Details
Title
The Connection Between Varying Treatment Effects and the Crisis of Unreplicable Research
Published Date
Mar 14, 2014
Journal
Volume
41
Issue
2
Pages
632 - 643
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