Bayesian-Statistics

What's Changed

• fix: LKJ example with Turing 0.29.1+ by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/37

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/compare/v1.4...v1.5

What's Changed

• Fix Hierarchical Stuff by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/34

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/compare/v1.3...v1.4

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/compare/v1.2...v1.3

What's Changed

• fix NCP hierarchical models by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/32

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/compare/v1.1...v1.2

What's Changed

• normalize all section names by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/30
• changed all sampling statements NUTS() by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/31

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/compare/v1.0.3...v1.1

Fix MixedModels.jl citation.

• Workaround by @sethaxen correlated varying-intercept-slope model with TransformVariables.jl and PDMats.jl
• Fixed truncated stuff to truncated(...; lower=0) instead of truncated(..., l, u).

What's Changed

• Lecture 01 - Bayesian Statistics by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/1
• Lecture 02 - Statistical Distributions by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/2
• Changes sites back to storopoli.github.io by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/4
• Lecture 03 - Priors and Lecture 04 - Predictive Checks by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/3
• Lecture 05 - Bayesian Linear Regression by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/5
• Lecture 06 - Bayesian Logistic Regression by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/6
• Lecture 07 - Bayesian Ordina Regression by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/8
• Lecture 08 - Bayesian Regression with Count Data: Poisson Regression by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/9
• Lecture 09 - Bayesian Robust Regression by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/11
• Fix images/ folder by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/15
• Lecture 10 - Hierarchical Models by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/12
• Changed \boldsymbol{y} to \mathbf{y} by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/16
• Lecture 00 - Tools by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/17
• Lecture 00 - Tools by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/18
• Lecture 11 - Markov Chain Monte Carlo (MCMC) and Model Metrics by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/19
• Lecture 12 - Model Comparison: Cross-Validation and Other Metrics by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/20
• Adding datasets by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/21
• Lecture 04 - Predictive Checks - Added more Bayesian Workflow by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/24
• fixed portuguese translation leftover by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/25
• Stan Models by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/23
• Stan - fix CP hierarchical models by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/26
• Turing Models by @storopoli in https://github.com/storopoli/Bayesian-Statistics/pull/22

New Contributors

• @storopoli made their first contribution in https://github.com/storopoli/Bayesian-Statistics/pull/1

Full Changelog: https://github.com/storopoli/Bayesian-Statistics/commits/v1.0