| Multimedia file categories | Date | |
|---|---|---|
| Unit 1 Bayesian Inference | ||
| Unit 2 Optimal Experimental Design | ||
| Unit 3 Sampling Techniques | ||
| Lecture 12 - Stochastic Simulation Algorithms for Bayesian Computations. Drawing samples from a pdf. Monte Carlo integration of important Bayesian integrals. Creator: Costas Papadimitriou |
2015-01-08 | |
| Lecture 13 - Markov Chain Monte Carlo algorithms. Metropolis-Hasting algorithm for probability distribution sampling. Uncertainty propagation using posterior samples. Creator: Costas Papadimitriou |
2015-01-10 | |
