Generalized Linear, Mixed Effects and Nonparametric Regression Faraway (2016) Extending the Linear Model with R: Kentarou Matsuura (2016) Bayesian Statistical Modeling Using Bayesian Models for Astrophysical Data Using R, JAGS, Michael Betancourt (2014) Machine Learning Summer School, Reykjavik Modeling and Inference Made Easy (60 minutes) (Vimeo).īayesian Inference and MCMC (3 hours) (YouTube).įor the beginners in 6 mins (close captioned) (YouTube)Įfficient Bayesian inference with Hamiltonian Monte Carlo (YouTube) Inference with Hamiltonian Monte Carlo (60 minutes) (YouTube) Modeling Techniques in Stan (100 minutes) (YouTube) (Southern New England UseR Meetup via YouTube)īayesian Inference with Hamiltonian Monte Carlo (40 minutes) The Power of R with Stan to Extend Analysis Functionality (60 minutes) How to Use (R)Stan to Estimate Models in External R Packages Methods in Ecology and Evolution.īayesian Statistics for the Social Sciences 2018 (YouTube)īayes Days 2015 Stan/RStan Tutorials (5 hours)īayesian Inference for Psychologists using R & Stan (Full graduate-level course)īayesian Workflow-Practicing Safe Bayes (YouTube) Branch (2016)įaster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo. Michael Betancourt (2017) A Conceptual Introduction toĬole C. In press, Journal of Educational and Behavior Science. arXiv: 1507.04544.Īndrew Gelman, Daniel Lee, and Jiqiang Guo (2015) Stan: A probabilistic programming language for Bayesian inference and optimization. In Statistics and Computing, Online first doi:10.1007/s1122-4. Earlier draft, arXiv: 1506.06201.Īki Vehtari, Andrew Gelman, and Jonah Gabry (2015) Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Tanner Sorensen and Shravan Vasishth (2015) A tutorial on fitting Bayesian linear mixed models using Stan. Statistical Consultation and Research, University of Michigan. Michael Clark (2015) Bayesian Basics (including Stan, BUGS, and Jim Savage (2016) A quick-start introduction to Stan for economists.
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Michael Weylandt (2016) Modern Bayesian Tools for Time Series Analysis. Learn to use Stan Tutorial Papers About Stan
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