Bayesian Data Analysis demos for R
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Updated
May 8, 2024 - HTML
Bayesian Data Analysis demos for R
The bookdown version lives here: https://bookdown.org/content/3890
Material for a workshop on Bayesian stats with R
Bayesian Inference of State Space Models
A list of Python-based MCMC & ABC packages
Bayesian Non-Parametric Spatio-Temporal Models for fMRI data
Workshop Materials "Advanced Bayesian Statistical Modeling in R and Stan "
Assessing transmissibility of SARS-CoV-2 lineage B.1.1.7 in England (peer-reviewed)
Material for a workshop on Bayesian analysis of capture-recapture data with hidden Markov models and Nimble
Set of Hidden Markov Models to recognize words communicated using the American Sign Language
Some collection of codes that are used in data mining and data science related fields, developed by me
🎓 Uni-Bonn Decision Analysis graduate course, lectures and materials
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Introduction to rstanarm
Course Content for PSCI 3300 Political Science Research Methods
User friendly MATLAB GUI for Bayesian nonparametric spatio-temporal modeling of fMRI data. Accompany paper: Kook et al. (2019). NPBayes-fMRI: Nonparametric Bayesian General Linear Models for Single- and Multi-Subject fMRI Data. Statistics in Biosciences, 11(1), 3-21.
Models and Utility Functions for Bayesian Analyses of Radiocarbon Dates with NIMBLE
Learning Bayesian Statistics, the baby way
A toolbox for rendering risk literacy more transparent
Summer School: Statistical Methods for Linguistics and Psychology, 2017, University of Potsdam, Germany
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