Building Non-Standard Regression Models with JAX

Using JAX’s automatic differentiation to train a Zero-Inflated Generalised Poisson regression model

October 27, 2025 · 1962 words · Jack Medley

Bivariate Poisson Regression with Expectation-Maximisation

Modeling correlated count data using bivariate Poisson regression with EM algorithm. Handle overdispersion and correlation in count models.

October 1, 2022 · 3164 words · Jack Medley