This paper explains why imputing missing income data is of benefit to Longitudinal Study of Australian Children and shows how two techniques have been used in combination to impute this income data. Introduction Income is one of the most important pieces of economic information collected in Growing Up in Australia: the Longitudinal Study of Australian...