test_ushape_logistic {RGS} | R Documentation |
Test U-shape relationship in logistic regression
Description
This function plots the estimated relationship between the response variable and a set of predictor variables to identify potential U-shaped patterns. Users are required to create and set the datadist option globally before using this function.
Usage
test_ushape_logistic(my_data, variables)
Arguments
my_data |
A dataframe containing the data with response and predictor variables. |
variables |
A character vector specifying the names of the predictor variables to be tested. |
Value
No return value, produces a plot as a side effect.
Examples
library(rms)
data_path <- system.file("extdata", "logistic_data.csv", package = "RGS")
my_data <- read.csv(data_path)
# create and set the datadist option globally
dd <- datadist(my_data)
options(datadist = "dd")
test_ushape_logistic(my_data, c("u1", "u2"))
[Package RGS version 1.0 Index]