DAME_fix: DAME_fix

In bomin8319/DAME_pkg: Dynamic Additive and Multiplicative Effects (DAME) Model

Description

MCMC algorithm using Gibbs sampling for each variable with structural NA

Usage

DAME_fix(Y, X, RE = c("additive", "multiplicative"), R = 2,
  dist = "Exponential", gammapriors = c(2, 1), avail = matrix(1,
  dim(Y)[1], dim(Y)[2]), burn = 1000, nscan = 5000, odens = 100, kappas)

Arguments

Y	relational array of relations
X	Time x n x n x p covariate array
RE	random effect to be included ("additive" and/or "multiplicative")
R	dimension of the multiplicative effects
dist	standard Exponential or squared Exponential
gammapriors	inverse-gamma shape and scale parameters for (s2, beta, theta, d)
avail	Time x n matrix reperesenting the availibility of nodes (1 if avail, 0 if structural NA)
burn	burn in for the Markov chain
nscan	number of iterations of the Markov chain (beyond burn-in)
odens	output density for the Markov chain
kappas	P+2 length vector of GP length parameters

Value

Final estimate of the parameters

bomin8319/DAME_pkg documentation built on May 16, 2019, 6:57 p.m.