concurve: Computes and Plots Compatibility (Confidence) Intervals, P-Values, S-Values, & Likelihood Intervals to Form Consonance, Surprisal, & Likelihood Functions

Allows one to compute consonance (confidence) intervals for various statistical tests along with their corresponding P-values, S-values, and likelihoods. The intervals can be plotted to create consonance, surprisal, and likelihood functions allowing one to see what effect sizes are compatible with the test model at various consonance levels rather than being limited to one interval estimate such as 95%. These methods are discussed by Poole C. (1987) <doi:10.2105/AJPH.77.2.195>, Schweder T, Hjort NL. (2002) <doi:10.1111/1467-9469.00285>, Singh K, Xie M, Strawderman WE. (2007) <arXiv:0708.0976>, Rothman KJ, Greenland S, Lash TL. (2008, ISBN:9781451190052), Amrhein V, Trafimow D, Greenland S. (2019) <doi:10.1080/00031305.2018.1543137>, Greenland S. (2019) <doi:10.1080/00031305.2018.1529625>, Chow ZR, Greenland S. (2019) <arXiv:1909.08579>, and Greenland S, Chow ZR. (2019) <arXiv:1909.08583>.

Package details

AuthorZad R. Chow [aut, cre] (<https://orcid.org/0000-0003-1545-8199>), Andrew D. Vigotsky [aut] (<https://orcid.org/0000-0003-3166-0688>)
MaintainerZad R. Chow <[email protected]>
LicenseGPL-3 | file LICENSE
Version2.3.0
URL https://data.lesslikely.com/concurve/ https://github.com/zadchow/concurve https://lesslikely.com/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("concurve")

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concurve documentation built on Dec. 4, 2019, 5:08 p.m.