Missing Data, Multivariate Normal Imputation and a Bayesian Approach

Missing data is common in real world applications. There are different methods to impute missing data, but what happens if you choose the wrong method for your application? In this blog, you will see the pitfalls of using a single imputation method instead of methods that take the uncertainty of missing data into account.