Polya-Gamma Augmentation
Data augmentation using Polya-Gamma latent variables.
This method applies Polya-Gamma latent variables as a way to obtain closed form expressions for full-conditionals of posterior distributions in sampling algorithms like MCMC.
Bayesian inference for logistic models using Polya-Gamma latent variables
https://paperswithcode.com/paper/bayesian-inference-for-logistic-models-using
Bayesian inference for logistic models using Polya-Gamma latent variables