sample.betas: Sample betas

In drvalle1/EcoCluster: Bayesian Clustering using Truncated Stick-Breaking priors

Description

This function generates samples of betas, the regression slope parameters

Usage

sample.betas(ngroups, cs, nparam, xtx, t.xmat, alpha, nloc, nspp, omega)

Arguments

ngroups	maximum number of species groups (KS)
cs	vector of size S with group assignment for each species
nparam	overall number of covariates (P)
xtx	equal to t(X)*X
t.xmat	equal to tranpose of the design matrix t(X)
alpha	vector of size S with intercept for each species
nloc	overall number of locations (L)
nspp	overall number of species (S)
omega	a matrix L x S containing the underlying latent variables omega

Value

this function returns a P x KS matrix with regression slope parameters betas

drvalle1/EcoCluster documentation built on Jan. 25, 2022, 12:46 a.m.