R/furniture.R

#' furniture
#'
#' The furniture package offers simple functions (i.e. pieces of furniture) and
#' an operator that are aimed at helping applied researchers explore and
#' communicate their data as well as clean their data in a tidy way. The package
#' follows similar semantics to the "tidyverse" packages. It contains several
#' table functions (\code{table1()}) being the core one.
#'
#' \itemize{
#'   \item \code{table1} provides a well-formatted descriptive table often seen
#'         as table 1 in academic journals (also a version that simplifies the
#'         output is available as \code{simple_table1}),
#'   \item \code{washer} provides a simple way to clean up data where there are
#'         placeholder values, and
#'   \item \code{\%xt\%} is an operator that takes two factor variables and
#'         creates a cross tabulation and tests for significance via a
#'         chi-square test.
#' }
#'
#' Table 1 is the main function in furniture. It is useful in both data
#' exploration and data communication. With minimal cleaning, the outputted
#' table can be put into an academic, peer reviewed journal manuscript. As such,
#' it is very useful in exploring your data when you have a stratifying
#' variable. For example, if you are exploring whether the means of several
#' demographic and behavioral characteristics are related to a health condition,
#' the health condition (i.e. "yes" or "no"; "low", "mid", or "high"; or a list
#' of conditions) as the stratifying variable. With little code, you can test
#' for associations and check means or counts by the stratifying variable.
#' See the vignette for more information.
#'
#' Note: furniture is meant to make life more comfortable and beautiful.
#' In like manner, this package is designed to be "furniture" for quantitative
#' research.
#'
#' @examples
#' \dontrun{
#'
#' library(furniture)
#'
#' ## Table 1
#' data %>%
#'   table1(var1, var2, var3, 
#'          splitby = ~groupvar,
#'          test = TRUE)
#'
#' ## Table F
#' data %>%
#'   tableF(var1)
#'
#' ## Washer
#' x = washer(x, 7, 8, 9)
#' x = washer(x, is.na, value=0)
#'
#' }
#'
#' @name furniture
#' @aliases furniture-package
"_PACKAGE"
TysonStanley/furniture documentation built on Feb. 15, 2024, 11:40 p.m.