coef.cvdglars {dglars}

Extract the Coefficients Estimated by cvdglars

Description

coef.cvdglars is used to extract the coefficients estimated by k-fold cross-validation deviance.

Usage

## S3 method for class 'cvdglars'
coef(object, ...)

Arguments

object

fitted cvdglars object

...

additional argument used to ensure the compatibility with the generic method function “coef”.

Value

coef.cvdglars returns a named list with components beta, i.e., the estimate of the coefficient vector, and phi the estimate of the dispersion parameter.

Author(s)

Luigi Augugliaro
Maintainer: Luigi Augugliaro [e-mail]

See Also

cvdglars function.

Examples

###########################
# Logistic regression model
set.seed(123)
n <- 100
p <- 10
X <- matrix(rnorm(n * p), n, p)
b <- 1:2
eta <- b[1] + X[,1] * b[2]
mu <- binomial()$linkinv(eta)
y <- rbinom(n, 1, mu)
fit <- cvdglars.fit(X, y, family = binomial)
coef(fit)