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Here is a list of some things I work on/am interested in:

Bayesian Theory and Applications
  • Mixture Models
  • Bayesian Nonparametrics
Markov chain Monte Carlo Theory and Applications
  • Population MCMC
  • Model-based Cluster Analysis
  • Stochastic Trees
  • Survival Analysis
Bioinformatics and Statistical Genetics
  • Gene expression profile modelling
  • Metabonomics
  • Association, Linkage Disequilibrium, Haplotype blocks
Computational/Systems Biology
  • Spatial Analysis of Biological Point Patterns
Bayesian Time Series
  • Bayesian Frequency domain analysis
  • Stochastic Volatility in Continuous Time Finance
  • Econometrics applications
Biostatistics/Medical Statistics
  • Applications
  • Causal Inference
Contact Details:
Professor David A. Stephens
Room 1225, Burnside Hall
Department of Mathematics and Statistics
McGill University

Phone: 514-398-2005
Fax: 514-398-3899
E-mail : d.stephens@math.mcgill.ca