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

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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