Dr. MacNab’s statistical research interests are (Multivariate) Gaussian Markov random fields, space-time statistics, graphic models, statistical computation, Bayesian hierarchical model and inferential framework, Bayesian design and analysis of spatial and dynamic computer experiments, system dynamics models, structured statistical models, item response theory, inductive reasoning.

Dr. MacNab’s applied research interests are disease mapping, dynamic mapping of burden of disease, system approach to population and public health research, pain, cost of pain, health economic, environment and climate research, applied ethics.

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SPPH 501 Analysis of Longitudinal and correlated Data from Epidemiological Studies
SPPH 580p Bayesian Biostatistics