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CO902 Material

Prerequisities

MA930 or equivalent

Syllabus

  • Bayesian statistics - prior to posterior analysis
  • Bayesian inference
  • Markov chain Monte Carlo
  • Linear regression - a Bayesian approach

Books

Casella R. and Berger R. L. (2002) Statistical Inference (2nd ed.); Duxbury.

Gelman A., Carlin J. B., Stern H. S. and Rubin D. B. (2004) Bayesian Data Analysis; Chapman and
Hall

Bolstad W. M. (2010) Understanding Computational Bayesian Statistics; John Wiley and Sons.

Assignment 2 material

testdata.mat (Matlab)

network9data.mat (Matlab)

testdata.txt (text)

network9data.txt (text)