Statistical concepts and market returns, probability concepts, common probability distributions, sampling and estimation, hypothesis testing, correlation and regression, multiple regression and issues in regression analysis, mathematical, statistical and financial functions in Financial software for quantitative methods, linear algebra and linear programming mean-variance analysis, optimization, implementing mean-variance analysis, macros and objects in Financial software for quantitative methods, visual basic for applications