Deep Multiple Imputation - Using Mixture Density Networks to Impute Missing Values

Event: PolMeth 2018 (Political Methodology Conference)

Location: Brigham Young University, Provo, USA

Date: July 20, 2018

Type: Poster Presentation

This poster presentation introduced a novel approach to multiple imputation using mixture density networks, combining deep learning techniques with principled handling of missing data in social science research.