com_sampler: Rejection Sampler - COM-Poisson

In MultRegCMP: Bayesian Multivariate Conway-Maxwell-Poisson Regression Model for Correlated Count Data

Rejection Sampler - COM-Poisson

Description

Sampler for the Conway-Maxwell-Poisson as described in Algorithm 2 - Benson & Friel (2021)

Usage

com_sampler(mu, nu, n = 1, ndraws = FALSE)

Arguments

mu	Location parameter
nu	Shape parameter
n	Number of draws (default = 1)
ndraws	Optional: Return the number of draws required to generate the n samples.

Value

A list or numeric in case ndraws = FALSE:

sample	Values sampled from the distribution
drawsa	Number of draws required in the rejection sampler
log_Bf	Log of the boundary of the rejection sampler

Examples

com_sampler(2, 0.2, n = 10, ndraws = TRUE)
com_sampler(1, 2)

MultRegCMP documentation built on June 22, 2024, 9:47 a.m.