https://github.com/cran/bayestestR
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Tip revision: aee422d7cd4098dad89e31ecc6dfd9e539d2bda4 authored by Dominique Makowski on 06 August 2019, 10:20:02 UTC
version 0.2.5
Tip revision: aee422d
pd_to_p.Rd
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/convert_pd_to_p.R
\name{pd_to_p}
\alias{pd_to_p}
\alias{p_to_pd}
\alias{convert_p_to_pd}
\alias{convert_pd_to_p}
\title{Convert between Probability of Direction (pd) and p-value.}
\usage{
pd_to_p(pd, direction = "two-sided", verbose = TRUE, ...)

p_to_pd(p, direction = "two-sided", ...)

convert_p_to_pd(p, direction = "two-sided", ...)

convert_pd_to_p(pd, direction = "two-sided", verbose = TRUE, ...)
}
\arguments{
\item{pd}{A Probability of Direction (pd) value (between 0 and 1).}

\item{direction}{What type of p-value is requested or provided. Can be
\code{"two-sided"} (default, two tailed) or \code{"one-sided"} (one tailed).}

\item{verbose}{Toggle off warnings.}

\item{...}{Arguments passed to or from other methods.}

\item{p}{A p-value.}
}
\description{
Enables a conversion between Probability of Direction (pd) and p-value.
}
\details{
Conversion is done using the following equation (see Makowski et al., 2019):
\cr\cr
When \code{direction = "two-sided"} -
\cr\cr
\deqn{p = 2 \times (1 - p_d)}{p = 2 * (1 - pd)}
When \code{direction = "one-sided"} -
\cr\cr
\deqn{p = 1 - p_d}{p = 1 - pd}
\cr\cr
Note that this conversion is only valid when the lowest possible values of pd
is 0.5 - i.e., when the posterior represents continuous parameter space (see
\link{p_direction}). If any pd < 0.5 are detected, they are converted to a p of 1,
and a warning is given.
}
\examples{
pd_to_p(pd = 0.95)
pd_to_p(pd = 0.95, direction = "one-sided")

}
\references{
Makowski, D., Ben-Shachar, M. S., Chen, S. H. A., and Lüdecke, D. (2019).
\emph{Indices of Effect Existence and Significance in the Bayesian Framework}.
Frontiers in Psychology 2019;10:2767. \doi{10.3389/fpsyg.2019.02767}
}
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