redundancy_analysis {BlanketStatsments}

R Documentation

Redundancy analysis

Description

Perform a redundancy analysis on an existing model

Usage

redundancy_analysis(model, data, r2_threshold = 0.9, nk = 0)

Arguments

model	a statistical regression model of class linear, logistic or coxph
data	data.frame used to create the model
r2_threshold	float threshold value to consider a parameter redundant
nk	number of knots in splicing

Value

an object of class "redun"

Author(s)

J. Peter Marquardt

Examples

data <- survival::lung
mod <- build_reg_model(data, 'age', c('sex'))
redundancy_analysis(mod, data)

---