A Viable Approach to Mitigating Irreproducibility

In a recent article, Trafimow suggested the usefulness of imagining an ideal universe where the only difference between original and replication experiments is the operation of randomness. This contrasts with replication in the real universe where systematicity, as well as randomness, creates differ...

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Bibliographic Details
Main Authors: David Trafimow, Tonghui Wang, Cong Wang
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Stats
Subjects:
Online Access:https://www.mdpi.com/2571-905X/4/1/15
Description
Summary:In a recent article, Trafimow suggested the usefulness of imagining an ideal universe where the only difference between original and replication experiments is the operation of randomness. This contrasts with replication in the real universe where systematicity, as well as randomness, creates differences between original and replication experiments. Although Trafimow showed (a) that the probability of replication in the ideal universe places an upper bound on the probability of replication in the real universe, and (b) how to calculate the probability of replication in the ideal universe, the conception is afflicted with an important practical problem. Too many participants are needed to render the approach palatable to most researchers. The present aim is to address this problem. Embracing skewness is an important part of the solution.
ISSN:2571-905X