Alex Jones Ph.D
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PyMC (4)
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Blog

Bayesian Ordinal Regression in PyMC

Bayesian
PyMC
ordinal

Unravelling the mysteries of ordinal models

Jul 11, 2023

Out-of-sample predictions with PyMC: A hieararchical linear model case study

Bayesian
PyMC
predictions

How out of sample predictions work with PyMC

Jun 30, 2023

Customer segmentation with Bayes, Spectral Embedding, and a second-place win

Bayesian
competition
dimension reduction

Applied data science challenges!

Aug 24, 2022

Multi100 Collaboration Project: Is Eco-Friendly Unmanly?

Bayesian
PyMC
bambi
reanalysis

A Bayesian hierarchical re-analysis of Brough et al. (2016) for the Centre for Open Science’s Multi100 project, including a Savage-Dickey Bayes Factor.

Jul 8, 2022

Predicting Concrete Strength - and winning competitions with Bayes

Bayesian
PyMC
bambi
competition
I recently took part in a data-science competition that involved building a linear model to estimate the strength of concrete. Perhaps not the most thrilling of topics, but…
Jul 8, 2022

COVID-19 Vaccine Side Effects — a rough night, in data

Python
data viz
matplotlib

Extracting heart-rate data from a smartwatch after a vaccine-induced bad night, and plotting it in xkcd style.

Jul 7, 2022

Bayesian Bookshelf

Bayesian
books
learning

Ten books (plus a few) that helped me learn Bayesian inference from scratch, coming from a frequentist background.

Jul 6, 2022
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