In this white paper, Bloomberg researchers show the applicability of deep latent variable models (DLVMs) in ESG datasets, outperforming classical imputation models as well as classical predictive ...

Zhimeng Sun, Hansheng Wang, NETWORK IMPUTATION FOR A SPATIAL AUTOREGRESSION MODEL WITH INCOMPLETE DATA, Statistica Sinica, Vol. 30, No. 3 (2020), pp. 1419-1436 ...

Multiple imputation is widely accepted as the method of choice to address itemnonresponse in surveys. However, research on imputation strategies for the hierarchical structures that are typically ...