plot.grplasso: Plots the Solution Path of a grplasso Object

In grplasso: Fitting User-Specified Models with Group Lasso Penalty

Description

Plots the solution path of a grplasso object.

Usage

## S3 method for class 'grplasso'
plot(x, type = "coefficients", col = NULL, ...)

Arguments

x	a grplasso object
type	type = "coefficients" plots coefficients with respect to the input variables, even if standardize = TRUE is used in grplasso.
col	a vector indicating the color of the different group paths. The length should equal the number of groups. The same ordering as in the vector index is used with the exception that the unpenalized coefficients are grouped at the beginning of the vector.
...	other parameters to be passed to the plotting functions.

Examples

data(splice)

contr <- list(Pos.1 = "contr.sum", Pos.2 = "contr.sum")
lambda <- lambdamax(y ~ Pos.1 * Pos.2, data = splice, model = LogReg(),
                    contrasts = contr, standardize = TRUE) * 0.8^(0:8)

fit <- grplasso(y ~ Pos.1 * Pos.2, data = splice, model = LogReg(),
                lambda = lambda, contrasts = contr, standardize = TRUE,
                control = grpl.control(trace = 0, inner.loops = 0,
                update.every = 1, update.hess = "lambda"))
plot(fit, log = "x")

Example output

There were 50 or more warnings (use warnings() to see the first 50)

grplasso documentation built on July 8, 2020, 6:46 p.m.