plot.ssvs: Plot results of an SSVS model

In sabainter/SSVS: Functions for Stochastic Search Variable Selection (SSVS)

Plot results of an SSVS model

Description

Plot results of an SSVS model

Usage

## S3 method for class 'ssvs'
plot(x, threshold = 0.5, legend = TRUE, title = NULL, color = TRUE, ...)

Arguments

x	An ssvs result object obtained from ssvs()
threshold	An MIP threshold to show on the plot, must be between 0-1. If NULL, no threshold is used.
legend	If TRUE, show a legend for the shapes based on the threshold. Ignored if threshold = NULL.
title	The title of the plot. Set to NULL to use a default title.
color	If TRUE, the data points will be colored based on the threshold.
...	Ignored

Value

Creates a plot of the inclusion probabilities by variable

Examples

outcome <- "qsec"
predictors <- c("cyl", "disp", "hp", "drat", "wt", "vs", "am", "gear", "carb", "mpg")
results <- ssvs(x = predictors, y = outcome, data = mtcars, progress = FALSE)
plot(results)

sabainter/SSVS documentation built on April 17, 2025, 12:48 p.m.