pvaluefunctions

Creates and Plots P-Value Functions, S-Value Functions, Confidence Distributions and Confidence Densities

Contains functions to compute and plot confidence distributions, confidence densities, p-value functions and s-value (surprisal) functions for several commonly used estimates. Instead of just calculating one p-value and one confidence interval, p-value functions display p-values and confidence intervals for many levels thereby allowing to gauge the compatibility of several parameter values with the data. These methods are discussed by Infanger D, Schmidt-Trucksäss A. (2019) <doi:10.1002/sim.8293>; Poole C. (1987) <doi:10.2105/AJPH.77.2.195>; Schweder T, Hjort NL. (2002) <doi:10.1111/1467-9469.00285>; Bender R, Berg G, Zeeb H. (2005) <doi:10.1002/bimj.200410104> ; Singh K, Xie M, Strawderman WE. (2007) <doi:10.1214/074921707000000102>; 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
pvaluefunctions
Type
Package
Title
Creates and Plots P-Value Functions, S-Value Functions, Confidence Distributions and Confidence Densities
Version
1.3.0
Maintainer
Denis Infanger
Description
Contains functions to compute and plot confidence distributions, confidence densities, p-value functions and s-value (surprisal) functions for several commonly used estimates. Instead of just calculating one p-value and one confidence interval, p-value functions display p-values and confidence intervals for many levels thereby allowing to gauge the compatibility of several parameter values with the data. These methods are discussed by Infanger D, Schmidt-Trucksäss A. (2019) ; Poole C. (1987) ; Schweder T, Hjort NL. (2002) ; Bender R, Berg G, Zeeb H. (2005) ; 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) .
Depends
R (>= 3.1.0)
Imports
ggplot2 (>= 3.1.1), scales (>= 1.0.0), zipfR (>= 0.6-10), stats
Suggests
knitr, rmarkdown, devtools
License
GPL-3
URL
VignetteBuilder
knitr
Encoding
UTF-8
LazyData
true
RoxygenNote
6.1.1
NeedsCompilation
no
Packaged
2019-07-10 06:29:02 UTC; denis
Author
Denis Infanger [aut, cre] ()
Repository
CRAN
Date/Publication
2019-07-10 07:30:03 UTC

install.packages('pvaluefunctions')

1.3.0

8 days ago

https://github.com/DInfanger/pvaluefunctions

Denis Infanger

GPL-3

Depends on

R (>= 3.1.0)

Imports

ggplot2 (>= 3.1.1), scales (>= 1.0.0), zipfR (>= 0.6-10), stats

Suggests

knitr, rmarkdown, devtools

Discussions