зеркало из https://github.com/microsoft/wpa.git
67 строки
1.8 KiB
R
67 строки
1.8 KiB
R
% Generated by roxygen2: do not edit by hand
|
|
% Please edit documentation in R/p_test.R
|
|
\name{p_test}
|
|
\alias{p_test}
|
|
\title{Calculate the p-value of the null hypothesis that two outcomes are from the
|
|
same dataset}
|
|
\usage{
|
|
p_test(data, outcome, behavior, paired = FALSE)
|
|
}
|
|
\arguments{
|
|
\item{data}{A Person Query dataset in the form of a data frame.}
|
|
|
|
\item{outcome}{A string specifying the name of a binary variable, i.e. can
|
|
only contain the values 1 or 0. Used to group the two distributions.}
|
|
|
|
\item{behavior}{A character vector specifying the column to be used as the
|
|
behavior to test.}
|
|
|
|
\item{paired}{Specify whether the dataset is paired or not. Defaults to
|
|
\code{TRUE}.}
|
|
}
|
|
\value{
|
|
Returns a numeric value representing the p-value outcome of the test.
|
|
}
|
|
\description{
|
|
Specify an outcome variable and return p-test outputs.
|
|
All numeric variables in the dataset are used as predictor variables.
|
|
}
|
|
\details{
|
|
This function is a wrapper around \code{wilcox.test()} from 'stats'.
|
|
}
|
|
\examples{
|
|
# Simulate a binary variable X
|
|
# Returns a single p-value
|
|
library(dplyr)
|
|
sq_data \%>\%
|
|
mutate(X = ifelse(Email_hours > 6, 1, 0)) \%>\%
|
|
p_test(outcome = "X", behavior = "External_network_size")
|
|
|
|
}
|
|
\seealso{
|
|
Other Support:
|
|
\code{\link{camel_clean}()},
|
|
\code{\link{check_inputs}()},
|
|
\code{\link{combine_signals}()},
|
|
\code{\link{cut_hour}()},
|
|
\code{\link{extract_date_range}()},
|
|
\code{\link{extract_hr}()},
|
|
\code{\link{heat_colours}()},
|
|
\code{\link{is_date_format}()},
|
|
\code{\link{maxmin}()},
|
|
\code{\link{pairwise_count}()},
|
|
\code{\link{plot_WOE}()},
|
|
\code{\link{read_preamble}()},
|
|
\code{\link{rgb2hex}()},
|
|
\code{\link{totals_bind}()},
|
|
\code{\link{totals_col}()},
|
|
\code{\link{totals_reorder}()},
|
|
\code{\link{tstamp}()},
|
|
\code{\link{us_to_space}()},
|
|
\code{\link{wrap}()}
|
|
}
|
|
\author{
|
|
Mark Powers \href{mailto:mark.powers@microsoft.com}{mark.powers@microsoft.com}
|
|
}
|
|
\concept{Support}
|