This course covers the specification, estimation, and use of econometric methods that are necessary to model discrete choices made by individuals, households, firms, etc. Situations where data are available either as a cross section or as a panel will be covered. Special emphasis will be placed on illustrating the appropriate use of such data and application of associated models using case studies drawn from health, labour, and environmental economics as well as business disciplines such as finance and marketing. The course will equip students with the necessary knowledge to be able to conduct research in the specialized area of micro-econometrics and to be informed consumers of such research.