Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique

Andrew Baumgartner, Sevda Molani, Qi Wei +1

We present a simple yet novel time series imputation technique with the goal of constructing an irregular time series that is uniform across every sample in a data set. Specificall…