Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness

1 code implementation • 5 Mar 2021 • Sahra Ghalebikesabi, Rob Cornish, Luke J. Kelly, Chris Holmes

We propose a variational autoencoder architecture to model both ignorable and nonignorable missing data using pattern-set mixtures as proposed by Little (1993).

Imputation