We analyse the long-term trends in wages in South Africa, using the data from the October Household Surveys, Labour Force Surveys and Quarterly Labour Force Surveys. We show that outliers and missing data need to be taken into consideration when working with these data. Our results show that...

his paper is concerned with conducting univariate multiple imputation for employee income data that is comprised of continuously distributed observations, observations that are bounded by consecutive income brackets, and observations that are missing. A variable with this mixture of data types...