# This file is automatically generated, you probably don't want to edit this
contTablesPairedOptions <- if (requireNamespace("jmvcore", quietly=TRUE)) R6::R6Class(
"contTablesPairedOptions",
inherit = jmvcore::Options,
public = list(
initialize = function(
rows = NULL,
cols = NULL,
counts = NULL,
chiSq = TRUE,
chiSqCorr = FALSE,
exact = FALSE,
pcRow = FALSE,
pcCol = FALSE, ...) {
super$initialize(
package="jmv",
name="contTablesPaired",
requiresData=TRUE,
...)
private$..rows <- jmvcore::OptionVariable$new(
"rows",
rows,
suggested=list(
"nominal",
"ordinal"),
permitted=list(
"factor"))
private$..cols <- jmvcore::OptionVariable$new(
"cols",
cols,
suggested=list(
"nominal",
"ordinal"),
permitted=list(
"factor"))
private$..counts <- jmvcore::OptionVariable$new(
"counts",
counts,
suggested=list(
"continuous"),
permitted=list(
"numeric"),
default=NULL)
private$..chiSq <- jmvcore::OptionBool$new(
"chiSq",
chiSq,
default=TRUE)
private$..chiSqCorr <- jmvcore::OptionBool$new(
"chiSqCorr",
chiSqCorr,
default=FALSE)
private$..exact <- jmvcore::OptionBool$new(
"exact",
exact,
default=FALSE)
private$..pcRow <- jmvcore::OptionBool$new(
"pcRow",
pcRow,
default=FALSE)
private$..pcCol <- jmvcore::OptionBool$new(
"pcCol",
pcCol,
default=FALSE)
self$.addOption(private$..rows)
self$.addOption(private$..cols)
self$.addOption(private$..counts)
self$.addOption(private$..chiSq)
self$.addOption(private$..chiSqCorr)
self$.addOption(private$..exact)
self$.addOption(private$..pcRow)
self$.addOption(private$..pcCol)
}),
active = list(
rows = function() private$..rows$value,
cols = function() private$..cols$value,
counts = function() private$..counts$value,
chiSq = function() private$..chiSq$value,
chiSqCorr = function() private$..chiSqCorr$value,
exact = function() private$..exact$value,
pcRow = function() private$..pcRow$value,
pcCol = function() private$..pcCol$value),
private = list(
..rows = NA,
..cols = NA,
..counts = NA,
..chiSq = NA,
..chiSqCorr = NA,
..exact = NA,
..pcRow = NA,
..pcCol = NA)
)
contTablesPairedResults <- if (requireNamespace("jmvcore", quietly=TRUE)) R6::R6Class(
"contTablesPairedResults",
inherit = jmvcore::Group,
active = list(
freqs = function() private$.items[["freqs"]],
test = function() private$.items[["test"]]),
private = list(),
public=list(
initialize=function(options) {
super$initialize(
options=options,
name="",
title="Paired Samples Contingency Tables")
self$add(jmvcore::Table$new(
options=options,
name="freqs",
title="Contingency Tables",
columns=list(),
clearWith=list(
"rows",
"cols",
"counts")))
self$add(jmvcore::Table$new(
options=options,
name="test",
title="McNemar Test",
clearWith=list(
"rows",
"cols",
"counts"),
columns=list(
list(
`name`="name[mcn]",
`title`="",
`type`="text",
`content`="\u03C7\u00B2",
`visible`="(chiSq)"),
list(
`name`="value[mcn]",
`title`="Value",
`visible`="(chiSq)"),
list(
`name`="df[mcn]",
`title`="df",
`type`="integer",
`visible`="(chiSq)"),
list(
`name`="p[mcn]",
`title`="p",
`type`="number",
`format`="zto,pvalue",
`visible`="(chiSq)"),
list(
`name`="name[cor]",
`title`="",
`type`="text",
`content`="\u03C7\u00B2 continuity correction",
`visible`="(chiSqCorr)"),
list(
`name`="value[cor]",
`title`="Value",
`visible`="(chiSqCorr)"),
list(
`name`="df[cor]",
`title`="df",
`type`="integer",
`visible`="(chiSqCorr)"),
list(
`name`="p[cor]",
`title`="p",
`type`="number",
`format`="zto,pvalue",
`visible`="(chiSqCorr)"),
list(
`name`="name[exa]",
`title`="",
`type`="text",
`content`="Log odds ratio exact",
`visible`="(exact)",
`refs`="exact2x2"),
list(
`name`="value[exa]",
`title`="Value",
`visible`="(exact)"),
list(
`name`="df[exa]",
`title`="df",
`type`="integer",
`visible`="(exact)"),
list(
`name`="p[exa]",
`title`="p",
`type`="number",
`format`="zto,pvalue",
`visible`="(exact)"),
list(
`name`="name[n]",
`title`="",
`type`="text",
`content`="N"),
list(
`name`="value[n]",
`title`="Value"),
list(
`name`="df[n]",
`title`="df",
`content`=""),
list(
`name`="p[n]",
`title`="p",
`content`=""))))}))
contTablesPairedBase <- if (requireNamespace("jmvcore", quietly=TRUE)) R6::R6Class(
"contTablesPairedBase",
inherit = jmvcore::Analysis,
public = list(
initialize = function(options, data=NULL, datasetId="", analysisId="", revision=0) {
super$initialize(
package = "jmv",
name = "contTablesPaired",
version = c(1,0,0),
options = options,
results = contTablesPairedResults$new(options=options),
data = data,
datasetId = datasetId,
analysisId = analysisId,
revision = revision,
pause = NULL,
completeWhenFilled = TRUE,
requiresMissings = FALSE,
weightsSupport = 'auto')
}))
#' Paired Samples Contingency Tables
#'
#' McNemar test
#'
#' @examples
#' dat <- data.frame(
#' `1st survey` = c('Approve', 'Approve', 'Disapprove', 'Disapprove'),
#' `2nd survey` = c('Approve', 'Disapprove', 'Approve', 'Disapprove'),
#' `Counts` = c(794, 150, 86, 570),
#' check.names=FALSE)
#'
#' contTablesPaired(formula = Counts ~ `1st survey`:`2nd survey`, data = dat)
#'
#' #
#' # PAIRED SAMPLES CONTINGENCY TABLES
#' #
#' # Contingency Tables
#' # ------------------------------------------------
#' # 1st survey Approve Disapprove Total
#' # ------------------------------------------------
#' # Approve 794 150 944
#' # Disapprove 86 570 656
#' # Total 880 720 1600
#' # ------------------------------------------------
#' #
#' #
#' # McNemar Test
#' # -----------------------------------------------------
#' # Value df p
#' # -----------------------------------------------------
#' # X² 17.4 1 < .001
#' # X² continuity correction 16.8 1 < .001
#' # -----------------------------------------------------
#' #
#'
#'
#' # Alternatively, omit the left of the formula (`Counts`) from the
#' # formula if each row represents a single observation:
#'
#' contTablesPaired(formula = ~ `1st survey`:`2nd survey`, data = dat)
#'
#' @param data the data as a data frame
#' @param rows the variable to use as the rows in the contingency table (not
#' necessary when providing a formula, see the examples)
#' @param cols the variable to use as the columns in the contingency table
#' (not necessary when providing a formula, see the examples)
#' @param counts the variable to use as the counts in the contingency table
#' (not necessary when providing a formula, see the examples)
#' @param chiSq \code{TRUE} (default) or \code{FALSE}, provide X²
#' @param chiSqCorr \code{TRUE} or \code{FALSE} (default), provide X² with
#' continuity correction
#' @param exact \code{TRUE} or \code{FALSE} (default), provide an exact log
#' odds ratio (requires exact2x2 to be installed)
#' @param pcRow \code{TRUE} or \code{FALSE} (default), provide row percentages
#' @param pcCol \code{TRUE} or \code{FALSE} (default), provide column
#' percentages
#' @param formula (optional) the formula to use, see the examples
#' @return A results object containing:
#' \tabular{llllll}{
#' \code{results$freqs} \tab \tab \tab \tab \tab a proportions table \cr
#' \code{results$test} \tab \tab \tab \tab \tab a table of test results \cr
#' }
#'
#' Tables can be converted to data frames with \code{asDF} or \code{\link{as.data.frame}}. For example:
#'
#' \code{results$freqs$asDF}
#'
#' \code{as.data.frame(results$freqs)}
#'
#' @export
contTablesPaired <- function(
data,
rows,
cols,
counts = NULL,
chiSq = TRUE,
chiSqCorr = FALSE,
exact = FALSE,
pcRow = FALSE,
pcCol = FALSE,
formula) {
if ( ! requireNamespace("jmvcore", quietly=TRUE))
stop("contTablesPaired requires jmvcore to be installed (restart may be required)")
if ( ! missing(formula)) {
if (missing(counts))
counts <- jmvcore::marshalFormula(
formula=formula,
data=`if`( ! missing(data), data, NULL),
from="lhs",
type="vars",
subset="1")
if (missing(rows))
rows <- jmvcore::marshalFormula(
formula=formula,
data=`if`( ! missing(data), data, NULL),
from="rhs",
type="vars",
subset="1")
if (missing(cols))
cols <- jmvcore::marshalFormula(
formula=formula,
data=`if`( ! missing(data), data, NULL),
from="rhs",
type="vars",
subset="2")
}
if ( ! missing(rows)) rows <- jmvcore::resolveQuo(jmvcore::enquo(rows))
if ( ! missing(cols)) cols <- jmvcore::resolveQuo(jmvcore::enquo(cols))
if ( ! missing(counts)) counts <- jmvcore::resolveQuo(jmvcore::enquo(counts))
if (missing(data))
data <- jmvcore::marshalData(
parent.frame(),
`if`( ! missing(rows), rows, NULL),
`if`( ! missing(cols), cols, NULL),
`if`( ! missing(counts), counts, NULL))
for (v in rows) if (v %in% names(data)) data[[v]] <- as.factor(data[[v]])
for (v in cols) if (v %in% names(data)) data[[v]] <- as.factor(data[[v]])
options <- contTablesPairedOptions$new(
rows = rows,
cols = cols,
counts = counts,
chiSq = chiSq,
chiSqCorr = chiSqCorr,
exact = exact,
pcRow = pcRow,
pcCol = pcCol)
analysis <- contTablesPairedClass$new(
options = options,
data = data)
analysis$run()
analysis$results
}
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