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BayesianModels - Coggle Diagram
BayesianModels
PosteriorSimulationAlgos
GridApproximation
MonteCarloIntegration
MCMC
Hamiltonian MCMC
Bayesics
Random Var and distbns
Conditional Prob | TPT | Bayes Th
Bayes’ theorem for statistical inference
ModelComparison
KL Divergence | ellpd
CrossValidations
k-fold cv
Stratified k-fold cv
leave one out cv
Marginal Likelihood & Bayes Factor
Model Building
Assumptions about the generative process
Likelihood
Prior
Posterior
Analytically
Posterior Simulation Algos
RegressionModels