nagelkerkeR2 {sizeMat} | R Documentation |
Nagelkerme method R-square
Description
Estimate Nagelkerke's R squared from the result of glm(). Evaluate the goodness of fit for logistic regression.
Usage
nagelkerkeR2(x)
Arguments
x |
An object of class 'glm'. |
Value
Rsquare Nagelkerke's R squared.
Examples
set.seed(7388)
n <- 300
x <- rnorm(n)
a <- 1
b <- -2
p <- 1/(1+exp(a+b*x))
y <- factor(ifelse(runif(n) < p, 1, 0), levels = 0:1)
mod1 <- glm(y ~ x, family=binomial)
nagelkerkeR2(mod1)
[Package sizeMat version 1.1.2 Index]