Create directional heatmaps across continuous & binary variables — PlotDirectionalHeatmaps • SciDataReportR

Combines:

Continuous~Continuous (Pearson/Spearman)
Binary~Binary (Phi; 1 == PositiveLevel)
Binary~Continuous (r_pb; 1 == PositiveLevel) into a single square heatmap with raw and FDR-star overlays.

Usage

PlotDirectionalHeatmaps(
  Data,
  xVars = NULL,
  yVars = NULL,
  Relabel = TRUE,
  Ordinal = TRUE
)

Arguments

Data: A dataframe.
xVars: Character vector of variables for x-axis (subset of Data cols). If NULL, uses all detected continuous + binary vars.
yVars: Character vector for y-axis (defaults to xVars if NULL).
Relabel: Logical; use sjlabelled variable labels if present.
Ordinal: Logical; reserved for future use.

Value

list(Unadjusted, FDRCorrected, Relabel, BinaryMapping, Excluded)

Details

Constant variables (no variation in the current data) are automatically excluded before computing any tiles.