get_aux_pars: Get (estimated) auxiliary (additional) parameters of the...
In gpboost: Combining Tree-Boosting with Gaussian Process and Mixed Effects Models

get_aux_pars

R Documentation

Get (estimated) auxiliary (additional) parameters of the likelihood

Description

Get (estimated) auxiliary (additional) parameters of the likelihood such as the shape parameter of a gamma or a negative binomial distribution. Some likelihoods (e.g., bernoulli_logit or poisson) have no auxiliary parameters

Usage

get_aux_pars(gp_model)

Arguments

gp_model

A GPModel

Author(s)

Fabio Sigrist

Examples


data(GPBoost_data, package = "gpboost")
X1 <- cbind(rep(1,dim(X)[1]),X) # Add intercept column
y_pos <- exp(y)
gp_model <- fitGPModel(group_data = group_data[,1], y = y_pos, X = X1, likelihood="gamma")
get_aux_pars(gp_model)

gpboost documentation built on Sept. 11, 2024, 7:04 p.m.