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bayesian_lifestyle

Course materials for graduate module to get up and running in a Bayesain scientific computing environment

bayesian_marketing_attribution

Marketing attribution using Bayesian credible sets and regression methods

bayesian_methods

bayesian_methods-1

Exercises on Bayesian methods for machine learning

bayesian_models

bayesian_notes

bayesian_optimization

This is showing simple baysian optimization at linear regression

bayesian_playground

Me playing around with Bayesian stats using McElreaths statistial rethinking book and other lectures and code

bayesian_ppc

Some code and data for a workshop on posterior predictive checks

bayesian_statistical_modeling_with_stan_r_and_python

Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. New York: Springer.

bayesian_statistics

MATH3341/4031 Bayesian Statistics III/IV

bayesian_statistics_michaelmas_2019

MATH3341/4031 Bayesian Statistics III/IV

bayesian_stats_2019

Notes for Bayesian Stats with Ben Goodrich Spring 2019

bayesian_thinking_uzh

Course repository for Bayesian thinking and Ecology workshop at UZH

bayesian_tutorial

Tutorial on Bayesian phylogenetic analysis

bayesian_workshop

Material for a Bayesian statistics workshop

bayesic

Repository with MCMC algorithms implemented in R language. Developed during Undergraduate Research project.

bayeslabs

Laboratory exercises for teaching Bayesian modeling to ecologists and social scientists. Supported by the National Science Foundation, awards DBI-1052875 ad DEB-1145200.

bayeslands_workshop

Bayeslands Workshop

bayeslearncourse

Course material for Bayesian Learning (Master and PhD level) at Linköping university

bayeslearncourse-1

Bayesian Statistics I / Bayesian Learning Course

bayeslm

My note on bookdown: Bayesian linear model

bayeslmmtutorial

Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html

bayeslund2017

LaTeX source of slides for a talk given at Bayes@Lund 2017

bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

bayesmodels

Easy Bayesian models.

bayesnet

My Bayesian Network Experiments

bayesnetrtutorial

Rmd notebook containing an introductory tutorial on Bayesian networks in R

bayesnets

Notes and code for Bayesian Networks

bayesopt-tutorial-r

Tutorial on Bayesian optimization in R