Imputation of missing ESG data using deep latent variable models December 4, 2020 In finance, data is often incomplete because the data is unavailable, inapplicable or unreported.

Three main topics are discussed: bootstrap methods for missing data, these methods' relationship to the theory of multiple imputation, and computationally efficient ways of executing them. The ...