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Plot Associations

Source: R/PlotAssociations.R
PlotAssociations.Rd

This function generates scatter plots or box plots to visualize the relationship between two variables.

Usage

PlotAssociations(
  data,
  Var1,
  Var2,
  Ordinal = FALSE,
  IncludeTrendSymbol = FALSE,
  DataFrame = lifecycle::deprecated()
)

Arguments

data

The data frame containing the variables of interest.

Var1

The name of the first variable.

Var2

The name of the second variable.

Ordinal

Logical, indicating whether ordinal variables should be included.

IncludeTrendSymbol

Logical; append a plus sign to a nominal-trend subtitle.

DataFrame

Deprecated (since 19.15.0). Use data instead.

Value

A ggplot object representing the relationship between the variables.

References

This function wraps ggstatsplot. Please cite:

Patil, I. (2021). Visualizations with statistical details: The 'ggstatsplot' approach. Journal of Open Source Software, 6(61), 3167. doi:10.21105/joss.03167

Examples

data(SampleData)
data(SampleVariableTypes)

Labelled <- RevalueData(SampleData, SampleVariableTypes)$RevaluedData

# Two categorical variables (grouped bar chart)
PlotAssociations(Labelled, "Diagnosis", "Genotype")


# Two continuous variables (scatter plot with correlation)
PlotAssociations(Labelled, "age", "AXL")


# One continuous and one categorical variable (box/violin plot)
PlotAssociations(Labelled, "Diagnosis", "AXL")