A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data

Narges Pourshahrokhi, Samaneh Kouchaki, Kord M. Kober +2

Missing values exist in nearly all clinical studies because data for a variable or question are not collected or not available. Inadequate handling of missing values can lead to bi…