Solutions for Quantifying P-value Uncertainty and Replication Power

Overview

Journal Nat Methods

Specialties Biomedical Engineering
Pathology

Date 2016 Jan 29

PMID 26820540

Citations 11

Authors

Laura C Lazzeroni

Ying Lu

Ilana Belitskaya-Levy

Affiliations

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Citing Articles

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Don't Be Fooled by Randomness: Valid -Values for Single Molecule Microscopy.

Schneider M, Schutz G Front Bioinform. 2022; 2:811053.

PMID: 36304307 PMC: 9580918. DOI: 10.3389/fbinf.2022.811053.

Proposal of a Selection Protocol for Replication of Studies in Sports and Exercise Science.

Murphy J, Mesquida C, Caldwell A, Earp B, Warne J Sports Med. 2022; 53(1):281-291.

PMID: 36066754 PMC: 9807474. DOI: 10.1007/s40279-022-01749-1.

Reverse Bayesian Implications of p-Values Reported in Critical Care Randomized Trials.

Nostedt S, Joffe A J Intensive Care Med. 2021; 37(7):954-964.

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Quantifying posterior effect size distribution of susceptibility loci by common summary statistics.

Vsevolozhskaya O, Zaykin D Genet Epidemiol. 2020; 44(4):339-351.

PMID: 32100375 PMC: 7502413. DOI: 10.1002/gepi.22286.

References

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Goodman S . A comment on replication, p-values and evidence. Stat Med. 1992; 11(7):875-9. DOI: 10.1002/sim.4780110705. View

Cumming G . Replication and p Intervals: p Values Predict the Future Only Vaguely, but Confidence Intervals Do Much Better. Perspect Psychol Sci. 2015; 3(4):286-300. DOI: 10.1111/j.1745-6924.2008.00079.x. View

Boos D, Stefanski L . P-Value Precision and Reproducibility. Am Stat. 2012; 65(4):213-221. PMC: 3370685. DOI: 10.1198/tas.2011.10129. View

Halsey L, Curran-Everett D, Vowler S, Drummond G . The fickle P value generates irreproducible results. Nat Methods. 2015; 12(3):179-85. DOI: 10.1038/nmeth.3288. View