concurve

Computes and Plots Consonance (Confidence) Intervals, P-Values, and S-Values to Form Consonance and Surprisal Functions

Allows one to compute consonance (confidence) intervals for various statistical tests along with their corresponding P-values and S-values. The intervals can be plotted to create consonance and surprisal 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>, and Greenland S. (2019) <doi:10.1080/00031305.2018.1529625>.

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Description file content

Package
concurve
Type
Package
Date
2019-05-10
Title
Computes and Plots Consonance (Confidence) Intervals, P-Values, and S-Values to Form Consonance and Surprisal Functions
Version
1.0.6
Maintainer
Zad R. Chow
Description
Allows one to compute consonance (confidence) intervals for various statistical tests along with their corresponding P-values and S-values. The intervals can be plotted to create consonance and surprisal 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) , Schweder T, Hjort NL. (2002) , Singh K, Xie M, Strawderman WE. (2007) , Rothman KJ, Greenland S, Lash TL. (2008, ISBN:9781451190052), Amrhein V, Trafimow D, Greenland S. (2019) , and Greenland S. (2019) .
Imports
ggplot2, metafor
Suggests
testthat, knitr, covr
License
GPL-3 | file LICENSE
URL
BugReports
https://github.com/Zadchow/concurve/issues
VignetteBuilder
knitr
Encoding
UTF-8
LazyData
true
RoxygenNote
6.1.1
X-schema.org-keywords
confidence, compatibility, consonance, surprisal, interval, function, curve
NeedsCompilation
no
Packaged
2019-05-14 15:36:34 UTC; Zad
Author
Zad R. Chow [aut, cre] (), Andrew D. Vigotsky [aut] ()
Repository
CRAN
Date/Publication
2019-05-14 22:30:02 UTC

install.packages('concurve')

1.0.6

8 days ago

https://data.lesslikely.com/concurve/

Zad R. Chow

GPL-3 | file LICENSE

Imports

ggplot2, metafor

Suggests

testthat, knitr, covr

Discussions