Bayesian Computation
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Notebooks that describe methods in Bayesian Computation, including Gibbs Sampling, Markov chain Monte Carlo, and Hamiltonian Monte Carlo.
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Leapfrog Integrator
Herb Susmann
Apr 13, 2021
7
One-dimensional Metropolis-Hastings
Herb Susmann
Mar 23, 2023
5
Gibbs Sampler for Bivariate Normal Posterior
Herb Susmann
Apr 13, 2021
5
Random Walk Metropolis
Herb Susmann
Apr 13, 2021
7
Hamiltonian Markov Chain Monte Carlo
Herb Susmann
Jul 25, 2023
16
1
Sampling from Multi-Modal Distributions
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Herb Susmann
Jul 25, 2023
4
3
