Posts tagged pymc3.Poisson
Bayesian Additive Regression Trees: Introduction
- 21 December 2021
- Category: intermediate, explanation
Bayesian additive regression trees (BART) is a non-parametric regression approach. If we have some covariates \(X\) and we want to use them to model \(Y\), a BART model (omitting the priors) can be represented as:
GLM: Robust Regression using Custom Likelihood for Outlier Classification
- 17 November 2021
- Category: intermediate
Using PyMC3 for Robust Regression with Outlier Detection using the Hogg 2010 Signal vs Noise method.