Author videos

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The difficulty with real life Bayesian inference: high multidimensional integrals (and sums)

The problem with discrete approximation to integrals or probability densities

How to do integration by sampling

Doing independent sampling by rejection sampling


Doing independent sampling by inverse transform sampling

Why we typically use dependent sampling to sample from the posterior

Effective sample size: representing the cost of dependent sampling