vif_bar_plot: Returns a list containing a tibble that includes Variance...

In UBC-MDS/collinearityR_tool: Identify Multicollinearity Issues

Description

Returns a list containing a tibble that includes Variance Inflation Factor (VIF) score and a bar chart for the VIF scores alongside the specified threshold for each explanatory variable in a linear regression model.

Usage

vif_bar_plot(x, y, df, thresh)

Arguments

x	A vector of the names of the explanatory variables.
y	A string specifying the response variable.
df	A tibble containing the data.
thresh	An integer specifying the threshold.

Value

A list containing a tibble for VIFs and a bar chart of the VIFs for each explanatory variable alongside the threshold.

Examples

vif_bar_plot(c("Sepal.Width", "Sepal.Length"), "Petal.Width", iris, 5)

UBC-MDS/collinearityR_tool documentation built on Feb. 6, 2022, 9:41 p.m.