Description Usage Arguments Value Examples
path
extracts from object of the class MGLMtune
the path of
BIC, AIC, log-likelihood and degrees of freedom given each tuning parameter.
1 2 | ## S4 method for signature 'MGLMtune'
path(object)
|
object |
an object of class |
Returns a path of object
.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | library("MGLM")
dist <- "DM"
n <- 100
p <- 10
d <- 5
set.seed(118)
m <- rbinom(n, 200, 0.8)
X <- matrix(rnorm(n * p), n, p)
alpha <- matrix(0, p, d)
alpha[c(1, 3, 5), ] <- 1
Alpha <- exp(X %*% alpha)
Y <- rdirmn(size = m, alpha = Alpha)
select <- MGLMtune(Y ~ 0 + X, dist = "DM", penalty = "nuclear",
ngridpt = 10, display = FALSE)
select_path <- path(select)
|
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