Basic equations and inequalities, linear and quadratic capabilities, and methods of simultaneous equations. STAT 7600 STATISTICAL THEORY AND METHODS I LEC. STAT 3600. Random variables, likelihood theory, random variables, probability distributions, sampling distributions, convergence.