Blog

Here I share notes on statistics and modeling, alongside short essays on the philosophy of science. I aim for clear explanations and practical takeaways for students, researchers, and anyone curious about data-driven methods.

Variational Bayes for Non-Conjugate Models: A Laplace-Delta Tutorial

Published on March 20, 2025 | Theme: Bayesian

A comprehensive guide to VB-LD for approximate Bayesian inference in non-conjugate models

Statistical Computing: A tutorial for UCSC Graduate Students

Published on February 16, 2025 | Theme: HPC

Leveraging Hummingbird HPC for statistical research

The Energy Score for Multivariate Normal Distributions

Published on February 12, 2025 | Theme: Review

Closed-form expressions and special cases for the multivariate generalization of CRPS

On Bayesian Methodology. Part 6/6

Published on December 19, 2024 | Theme: Review

Final Comments

On Bayesian Methodology. Part 5/6

Published on December 02, 2024 | Theme: Review

Model Comparison

On Bayesian Methodology. Part 4/6

Published on November 13, 2024 | Theme: Review

Computational Challenges and Model Validation

On Bayesian Methodology. Part 3/6

Published on November 01, 2024 | Theme: Review

Simulations

On Bayesian Methodology Part. 2/6

Published on October 11, 2024 | Theme: Review

Before and While Fitting a Model

On Bayesian Methodology. Part 1/6

Published on September 29, 2024 | Theme: Review

A review on the modern Bayesian Methodology.

Antonio Aguirre Data Modeling | Bayesian Statistics | Machine Learning

Blog