This course explores the concept and theory on mathematical statistics. Discussion will start with basic concepts and definition of set theory and probability, univariate and bivariate random variables, transformation of variables and their mathematical expectations. Also discussed are Chebychev’s Inequality, moment generating function for univariate and bivariate variables. The discussion will end with order statistics and limiting distribution.