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Bayesian Statistics (Probability Theory (Bayes Rule, Likelihood, Prior,…
Bayesian Statistics
Probability Theory
Bayes Rule
Likelihood
Prior
Posterior
Probability Distributions and Random Variables (from 363)
Beta Binomial Conjugate
Credible Intervals
Bayesian Workflow
Exploratory Data Analysis
Prior Predictive Checks
Model Fitting & Algorithm Diagnostics
Posterior Predictive Checks
Inference/Prediction and Communication
Model Comparison (e.g. cross-validation)
Computation
Gibbs and Metropolis Algorithms
Hamiltonion Monte Carlo
Stan
R/RStudio
Markov Chain Monte Carlo (MCMC)
Modeling
Generalized Linear Models
Hierarchical Models
Model Comparison (e.g. cross-validation)