Multivariate Imputation of Missing Values Posted on August 18, 2022August 18, 2022 by MLNerds This video describes the process of imputing missing values using multivariate imputation techniques that use the other columns as features to predict the missing values in a particular column. In particular, the video talks about the iterative imputer that is commonly used for multivariate imputation and works well in practice.