Applied_Bayesian_Stats

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Welcome! :) This is the YouTube channel for my semester-long Applied Bayesian Statistics course, originally taught during Fall 2020. If you are interested in...

Latest Videos

Multilevel Logistic Regression and Pooling

Multilevel Logistic Regression and Pooling

Applied_Bayesian_Stats

1.4K views·5 years ago

Bayesian Multilevel Models - Random Slopes

Bayesian Multilevel Models - Random Slopes

Applied_Bayesian_Stats

959 views·5 years ago

Introduction to Bayesian Multilevel models

Introduction to Bayesian Multilevel models

Applied_Bayesian_Stats

3.7K views·5 years ago

Bayesian zero-inflated models

Bayesian zero-inflated models

Applied_Bayesian_Stats

1.7K views·5 years ago

Bernoulli and Negative Binomial GLMs

Bernoulli and Negative Binomial GLMs

Applied_Bayesian_Stats

426 views·5 years ago

Introduction to Bayesian GLMs with Poisson

Introduction to Bayesian GLMs with Poisson

Applied_Bayesian_Stats

1.1K views·5 years ago

Bayesian Information Criteria - DIC and WAIC

Bayesian Information Criteria - DIC and WAIC

Applied_Bayesian_Stats

2.9K views·5 years ago

Philosophy of Information Criteria

Philosophy of Information Criteria

Applied_Bayesian_Stats

522 views·5 years ago

Bayesian Goodness of Fit

Bayesian Goodness of Fit

Applied_Bayesian_Stats

700 views·5 years ago

Linear model 3 ways

Linear model 3 ways

Applied_Bayesian_Stats

359 views·5 years ago

Hamiltonian Monte Carlo

Hamiltonian Monte Carlo

Applied_Bayesian_Stats

2.0K views·5 years ago

Gibbs MCMC Sampler

Gibbs MCMC Sampler

Applied_Bayesian_Stats

547 views·5 years ago

Metropolis Hastings MCMC

Metropolis Hastings MCMC

Applied_Bayesian_Stats

1.2K views·5 years ago

MCMC convergence in perfect case

MCMC convergence in perfect case

Applied_Bayesian_Stats

512 views·5 years ago

Combining posterior distributions of parameters

Combining posterior distributions of parameters

Applied_Bayesian_Stats

546 views·5 years ago

Four-dimensional posterior with 3 parameters

Four-dimensional posterior with 3 parameters

Applied_Bayesian_Stats

497 views·5 years ago

Bayesian fundamentals (Likelihood, Prior, Posterior) in R

Bayesian fundamentals (Likelihood, Prior, Posterior) in R

Applied_Bayesian_Stats

5.1K views·5 years ago

Bayes' Theorem

Bayes' Theorem

Applied_Bayesian_Stats

411 views·5 years ago

Likelihood and Maximum Likelihood Estimation

Likelihood and Maximum Likelihood Estimation

Applied_Bayesian_Stats

704 views·5 years ago

Frequentist vs Bayesian and Introducing Priors

Frequentist vs Bayesian and Introducing Priors

Applied_Bayesian_Stats

1.4K views·5 years ago

Introduction to the material

Introduction to the material

Applied_Bayesian_Stats

570 views·5 years ago

Syllabus for STAT 48805880

Syllabus for STAT 48805880

Applied_Bayesian_Stats

648 views·5 years ago

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