Moving beyond P values: Everyday data analysis with estimation plots

Joses Ho; Tayfun Tumkaya; Sameer Aryal; Hyungwon Choi; Adam Claridge‐Chang

doi:10.1038/s41592-019-0470-3

BioinformaticsNature MethodsJun 19, 2019

Peer-reviewed journal article

Moving beyond P values: Everyday data analysis with estimation plots

Joses Ho iD, Tayfun Tumkaya iD, Sameer Aryal iD, Hyungwon Choi iD, Adam Claridge‐Chang iD

Abstract

Introduction Introduction The two-groups design is... Significance testing obscures... Even when fully visualized,... Five key advantages of... Estimation graphics are... Conclusion Author Contributions Funding sources Code Availability Guide to using DABEST Web application Google Colaboratory Python Matlab DABEST-Python in R References Over the past 75 years, a number of statisticians have advised that the data-analysis method known as null- hypothesis significance testing (NHST) should be deprecated (Berkson, 1942; Halsey et al., 2015). The l ...

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