iLaplaceExamples: iLaplaceExamples: A package for examples with iLaplace.

In erlisR/iLaplaceExamples: Extra Utilities and Examples for iLaplace

Description

The iLaplaceExamples package provides utilites for running examples of approximating marignal likelihoods by the improved Laplace method of Ruli et al. (2015), implemented in the package iLaplace. Other approximation method such as the standard Laplace and some Monte Carlo methods are aslo provided. There are five examples:

1. Gompertz model

2. multivariate t/skew-t distribtuion

3. nonlinear regression models with two the BOD2 and the Lubricant dataset

4. binary logistic regression with random effects

5. binary logistic regression with crossed random effects with the Salamander data

which functions are listed below. foo, bar and baz.

Example 1 functions

nlpost_gomp, grad_gomp, hess_gomp

Example 2 functions

iLap_mvt, iLap_mvskt

Example 3 functions

nlpost_lub, nlpostT_lub, grad_lub, gradT_lub, hess_lub, hessT_lub, nlpost_bod2, nlpostT_bod2, grad_bod2, gradT_bod2, hess_bod2, hessT_bod2

Example 4 functions

nlpost_rebin, grU_rebin, hessU_rebin

Example 5 functions

nlogH_salam, grad_salam, hess_salam

erlisR/iLaplaceExamples documentation built on May 16, 2019, 8:48 a.m.