DLM1: DLM1

In andyhoegh/stat536: Dynamic Linear Models

Description

This function simulates multivariate data from a latent factor model to estimate the average width of the HPD intervals

Usage

DLM1(family, n, p, num.replicates = 1, mu.alpha = 0, sd.alpha = 1,
  mu.beta = 1, sd.beta = 1)

Arguments

family	- family of the distribution, "binomial" and "poisson" are currently supported
n	- number of sites.
p	- number of species
num.replicates	- number of simulations: default is 1
mu.alpha	- mean for alpha parameter: default is 0
sd.alpha	- sd for alpha parameter: default is 1
mu.beta	- mean for beta parameter: default is 0
sd.beta	- sd for beta parameter: default is 1

Value

width - average HPD across all latent factors

andyhoegh/stat536 documentation built on May 3, 2019, 8:03 p.m.