This course deals with the analysis of data from hierarchically structured populations (eg individuals nested within households or geographical areas) and longitudinal data (eg repeated measurements of individuals in a panel survey). Multilevel (random-effects) extensions of standard statistical techniques, including multiple linear regression and logistic regression, will be considered. The course will have an applied emphasis with computer sessions using appropriate software (eg Stata).