Bayesian Methods

Education facts

Code: MT7045

Kursen behandlar Bayes formel, informativa och icke-informativa à priorifördelningar, à posteriorifördelningar, en- och flerparameterfördelningar som binomial-, multinomial- och normalfördelningen, hierarkiska modeller, linjära modeller, bayesiansk inferens och modellanpassningsmått samt stokastisk simulering med MCMC (Markov Chain Monte Carlo).

Entry requirements

For admission to the course, knowledge is equivalent to Probability Theory II, 7.5 credits (MT5002), Linear Statistical Models, 7.5 credits (MT5016) and Theory of Statistical Inference, 7.5 credits (MT5017) is required. Also required is English 6 or the equivalent.

Education offerings

Each offering has its own dates and conditions. Closed offerings are retained as history and do not mean that a new application is open.

• Bayesian Methods

  Stockholm University

  Start date: 1 September 2025

  End date: 2 November 2025

  Pace of study: 50 %