Posts by Junpeng Lao
Reparameterizing the Weibull Accelerated Failure Time Model
- 17 January 2023
This notebook uses libraries that are not PyMC dependencies and therefore need to be installed specifically to run this notebook. Open the dropdown below for extra guidance.
Hierarchical Binomial Model: Rat Tumor Example
- 10 January 2023
This short tutorial demonstrates how to use PyMC to do inference for the rat tumour example found in chapter 5 of Bayesian Data Analysis 3rd Edition [Gelman et al., 2013]. Readers should already be familiar with the PyMC API.
GLM: Model Selection
- 08 January 2022
A fairly minimal reproducible example of Model Selection using WAIC, and LOO as currently implemented in PyMC.