andeek/conclique-supplement

Supplemental Material for "Simulating Markov random fields with a conclique-based Gibbs sampler"

Supplemental material for "Simulating Markov random fields with a conclique-based Gibbs sampler"

This is the supplemental material accompanying "Simulating Markov random fields with a conclique-based Gibbs sampler", a paper published in the Journal of Computational and Graphical Statistics.

Authors

Andee Kaplan (andee.kaplan@colostate.edu), Colorado State University
Mark S. Kaiser, Iowa State University
Soumendra N. Lahiri, Washington University in St. Louis
Daniel J. Nordman, Iowa State University

Contents

This repo contains

1. appendices -- includes additional sampler versions, proofs of results, construction of concliques for graphs with incident neighborhoods, and a spatial bootstrap example.
2. code -- all necessary R and C++ scripts for generating the figures in the paper.
3. data -- all necessary data files to re-run the real data network example in Section 5.2.
4. README.md -- this instructional README document.