
23
A Flexible Class of Reduced Rank Spatial
Models for Large Non-Gaussian Dataset
Rajib Paul
Western Michigan University
Casey M. Jelsema
National Institute of Environmental Health Sciences
Kwok Wai Lau
CSIRO Computational Informatics
CONTENTS
23.1 Intro ductio n . . . . . . . . .. . . . . . .. .. . . . . . .. . . .. . . . .. . . .. . . . .. .. . . . .. .. . 477
23.2 Flexible Reduced Rank Spa tial Model . . . .. . . . . . .. .. . . . . . .. . . . . . . 480
23.2.1 Proposed FRRSM . . . .. . . . . . .. . . .. . . . .. .. .. . . . . . .. .. . . . . . 483
23.3 MCMC Algorithm and Its Implementation . . . . . . . .. . . . . . .. .. . . . . 486
23.4 Application: ...