Discrete# Expand for references to pymc.Poisson Bayesian Additive Regression Trees: Introduction / Coal mining with BART A Hierarchical model for Rugby prediction / Building of the model Inference GLM: Poisson Regression / Poisson Regression / 1. Manual method, create design matrices and manually specify model Conditional Autoregressive (CAR) model / Writing some models in PyMC / Our first model: an independent random effects model Conditional Autoregressive (CAR) model / Writing some models in PyMC / Our second model: a spatial random effects model (with fixed spatial dependence) Conditional Autoregressive (CAR) model / Writing some models in PyMC / Our third model: a spatial random effects model, with unknown spatial dependence Demonstrating the BYM model on the New York City pedestrian accidents dataset / Specifying a BYM model with PyMC Frailty and Survival Regression Models / Fit Basic Cox Model with Fixed Effects Frailty and Survival Regression Models / Fit Model with Shared Frailty terms by Individual Bayesian Survival Analysis / Bayesian proportional hazards model Bayesian Survival Analysis / Bayesian proportional hazards model / Time varying effects