Data Augementation with Polya Inverse Gamma

Jingyu He, Nicholas G. Polson, Jianeng Xu

We use the theory of normal variance-mean mixtures to derive a data augmentation scheme for models that include gamma functions. Our methodology applies to many situations in stati…