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This function calculates correlations between variables and plots them as a heatmap.

Usage

PlotCorrelationsHeatmap(
  Data,
  xVars = NULL,
  yVars = NULL,
  covars = NULL,
  method = "pearson",
  Relabel = TRUE,
  Ordinal = FALSE
)

Arguments

Data

The dataset containing the variables.

xVars

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

yVars

A character vector of the names of the y-axis variables. Defaults to NULL.

covars

A character vector of the names of covariate variables. Defaults to NULL.

method

The correlation method. Defaults to "pearson".

Relabel

A logical indicating whether to relabel variables. Defaults to TRUE.

Ordinal

Logical, indicating whether ordinal variables should be included.

FS

The font size for the plot. Defaults to 3.

Value

A list containing matrices, ggplot objects for visualizations, and details of the method used.