family-methods: Family objects for models

In cbg-ethz/pareg: Pathway enrichment using a regularized regression approach

Family objects for models

Description

Family objects provide a convenient way to specify the details of the models used by pareg. See also stats::family for more details.

Usage

family(object, ...)

gaussian(link = c("identity"))

bernoulli(link = c("logit", "probit", "log"))

beta(link = c("logit", "probit", "log"))

beta_phi_lm(link = c("logit", "probit", "log"))

beta_phi_var(link = c("logit", "probit", "log"))

Arguments

object	a object for which the family shoulr be retured (e.g. edgenet)
...	further arguments passed to methods
link	name of a link function

Value

An object of class pareg.family

family	name of the family
link	name of the link function
linkinv	inverse link function
loss	loss function

Examples

gaussian()
bernoulli("probit")$link
beta()$loss

cbg-ethz/pareg documentation built on July 20, 2023, 7:30 p.m.