gazeCat: Summary function for categorical variable

In autoReg: Automatic Linear and Logistic Regression and Survival Analysis

Summary function for categorical variable

Description

Summary function for categorical variable

Usage

gazeCat(
  data,
  x,
  y = NULL,
  max.ylev = 5,
  digits = 1,
  show.total = FALSE,
  show.n = FALSE,
  show.missing = FALSE,
  show.stats = TRUE,
  origData = NULL,
  show.p = TRUE,
  method = 1,
  catMethod = 2,
  maxCatLevel = 20,
  ...
)

Arguments

data	A data frame
x	Name of a categorical variable
y	Name of a variable, either continuous or categorical
max.ylev	max.ylev An integer indicating the maximum number of levels of grouping variable ('y'). If a column have unique values less than max.ylev it is treated as a categorical variable. Default value is 5.
digits	Numeric
show.total	logical. Whether or not show total column
show.n	logical. Whether or not show N column
show.missing	logical. Whether or not show missing column
show.stats	logical. Whether or not show stats column
origData	A data.frame containing original data
show.p	logical. Whether or not show p column
method	method An integer indicating methods for continuous variables. Possible values in methods are 1 forces analysis as normal-distributed 2 forces analysis as continuous non-normal 3 performs a Shapiro-Wilk test or nortest::ad.test to decide between normal or non-normal Default value is 1.
catMethod	An integer indicating methods for categorical variables. Possible values in methods are 0 Perform chisq.test first. If warning present, perform fisher test 1 Perform chisq.test without continuity correction 2 Perform chisq.test with continuity correction 3 perform fisher.test 4 perform prop.trend test Default value is 2.
maxCatLevel	An integer indicating the maximum number of unique levels of categorical variable. If a column have unique values more than maxCatLevel, categorical summarization will not be performed.
...	Further arguments

Value

An object of class "data.frame" or "tibble"

Examples

require(moonBook)
gazeCat(acs,"Dx")
gazeCat(acs,"Dx","smoking")
gazeCat(acs,"sex","Dx",show.p=TRUE)
gazeCat(acs,"Dx","sex",show.p=TRUE)
gazeCat(acs,"Dx","EF")
gazeCat(acs,"sex","EF",method=2)
gazeCat(mtcars,"cyl","hp")

autoReg documentation built on Nov. 14, 2023, 9:07 a.m.