Multivariate Priors And Correlations
Published:
- Bayesian Workflow
This R introduces and expands on hierarchical modeling with variance co-variance matrices and multivariate distributions.
Blog posts
I have two main types of blog posts:- Example implementations of a bayesian workflow.
- implementations of Hierarchical multivariate copula models.
2025
Distributions
Published:
- Bayesian Workflow
The following markdown is an insight into how i think about distributions and the use of these in statistical and computational modeling.
Parameter Recovery
Published:
- Bayesian Workflow
This R markdown is for conducting parameter recovery.
Hierarchical Models
Published:
- Bayesian Workflow
This R markdown is an introduction to fitting Hierarchical models in stan.
Diagnostics
Published:
- Bayesian Workflow
This R markdown document is an introduction of how to diagnose Stan models.
Priors
Published:
- Bayesian Workflow
This R markdown is for explaining priors in stan.
Model Fitting To Simulated Data
Published:
- Bayesian Workflow
This R markdown document showcases how one can fit models to simulated data in R and Stan.
Data Simulation
Published:
- Bayesian Workflow
This R markdown document gives an idea of how data simulation fits into the Bayesian workflow and how to perform this in R.