Plot Point-Biserial Correlations Between Binary and Continuous Variables — PlotPointCorrelationsHeatmap • SciDataReportR

Calculates point-biserial correlations (binary vs continuous) with explicit 0/1 coding where 1 == PositiveLevel from createBinaryMapping(), and renders heatmap-style tiles.

Usage

PlotPointCorrelationsHeatmap(
  Data,
  CatVars,
  ContVars,
  Covariates = NULL,
  Relabel = TRUE,
  Ordinal = TRUE,
  binary_map = NULL
)

Arguments

Data: A dataframe.
CatVars: Character vector of binary categorical variables.
ContVars: Character vector of continuous variables.
Covariates: Optional covariates (reserved).
Relabel: Logical; use sjlabelled variable labels for axes.
Ordinal: Logical; reserved for future use.
binary_map: Optional mapping as returned by createBinaryMapping(). If NULL, a mapping is created internally for CatVars.

Value

A list with Unadjusted, FDRCorrected, method ("R_pb"), Relabel, Covariates, BinaryMapping.