Imputing missing data for inference

Introduction

Techniques for inference

Deleting whole row if missing data.

As with techniques for prediction, there is bias if not random.

Time series

ARIMA interpolation

Last Observation Carried Forward (LOCF)

Next Observation Carried Backward (NOCB)

Other

Multi period averages for imputation on time series.