CEE 696-002: Data Assimilation in Civil and Environmental Engineering and Earth Science

Bayesian Statistics

• What is Bayesian Analysis? by Kate Cowles, Rob Kass, and Tony O'Hagan

• Sivia & Skilling, Data Analysis: A Bayesian Tutorial, Oxford University Press, 2006

• Stone, Bayes’ rule : a tutorial introduction to Bayesian analysis, Sebtel Press, 2013