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Plot Categorical Interaction Effects Matrix

Source: R/PlotCatInteractionEffectsMatrix.R
PlotCatInteractionEffectsMatrix.Rd

This function calculates and visualizes the interaction effects between categorical variables.

Usage

PlotCatInteractionEffectsMatrix(
  Data,
  xVars,
  yVars = NULL,
  xVarLabels = NULL,
  yVarLabels = NULL,
  interVar
)

Arguments

Data

The dataset containing the variables.

xVars

A character vector of the names of the x-axis categorical variables.

yVars

A character vector of the names of the y-axis categorical variables. Defaults to NULL, in which case it takes the same values as xVars.

xVarLabels

A character vector of labels for the x-axis variables. Defaults to NULL, in which case it takes the same values as xVars.

yVarLabels

A character vector of labels for the y-axis variables. Defaults to NULL, in which case it takes the same values as yVars.

interVar

The name of the interaction variable.

Value

A list containing matrices of interaction coefficients, p-values, ggplot objects for visualizations, and tables of FDR-corrected p-values.