gamlss_tidiers: Tidying methods for gamlss objects

In broom.mixed: Tidying Methods for Mixed Models

Tidying methods for gamlss objects

Description

Tidying methods for "gamlss" objects from the gamlss package.

Usage

## S3 method for class 'gamlss'
tidy(x, quick = FALSE, conf.int = FALSE, conf.level = 0.95, ...)

Arguments

x	A "gamlss" object
quick	Whether to perform a fast version, and return only the coefficients
conf.int	whether to return confidence intervals
conf.level	confidence level for CI
...	arguments passed to confint.gamlss

Value

All tidying methods return a data.frame without rownames, whose structure depends on the method chosen.

A tibble with one row for each coefficient, containing columns:

parameter	type of coefficient being estimated: mu, sigma, nu, or tau
term	term in the model being estimated and tested
estimate	estimated coefficient
std.error	standard error
statistic	t-statistic
p.value	two-sided p-value

Examples

if (requireNamespace("gamlss", quietly = TRUE) &&
    requireNamespace("gamlss.data", quietly = TRUE)) {
    data(abdom, package="gamlss.data")
    ## Not run: 
         mod <- gamlss(y~pb(x), sigma.fo=~pb(x), family=BCT,
                       data=abdom, method=mixed(1,20))
    
## End(Not run)
    ## load stored object
    mod <- readRDS(system.file("extdata", "gamlss_example.rds",
                   package="broom.mixed"))
    tidy(mod)
}

broom.mixed documentation built on Oct. 16, 2024, 1:06 a.m.