Ideas for videos - Githubissues

ben18785 / BayesBookScripts

A repository for scripts used in videos and in book.

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Ideas for videos #3

Open ben18785 opened 5 years ago

ben18785 commented 5 years ago

Series on constructing a valid sampler:

Requirement for detailed balance
Requirement for time reversibility
Proving that HMC targets the posterior
Proving that NUTS targets the posterior
Proving that RMC targets posterior

Video(s) on slice sampling.

Video series on nested sampling:

The intuition behind nested sampling
Ellipsoidal nested sampling
Multinest
Galilean Monte Carlo
Polychord
Diagnosing issues with sampling

ben18785 commented 5 years ago

Series on INLA

ben18785 commented 5 years ago

Series on copulas and vine copulas.