Plot Significant Associations

Generate ggbetweenstats for significant correlations based on a previously generated anova matrix

Usage

plotSigAssociations(
  data,
  AnovaMatrixObject,
  PVar = "p",
  Pthresh = 0.05,
  DataFrame = lifecycle::deprecated()
)

Arguments

data

The dataset used to generate the scatterplots.

AnovaMatrixObject

The output of the PlotAnovaRelationshipsMatrix function.

PVar

The name of the column used to filter for significance (default is "P").

Pthresh

The significance threshold (default is 0.05).

DataFrame

Deprecated (since 19.15.0). Use data instead.

Value

A list of scatterplot objects for significant correlations.

Examples

# \donttest{
# Build an ANOVA relationships matrix, then plot the significant pairs
av <- PlotAnovaRelationshipsMatrix(
  mtcars,
  CatVars = c("cyl", "gear"),
  ContVars = c("mpg", "wt", "hp")
)

plots <- plotSigAssociations(mtcars, av)

# Display the first significant-association plot
plots[[1]]

# }