This course studies advanced theory such as law of large number, central limit theorem and Poisson limit theorem with their applications in Statistics.

CILO-1: Construct proofs of basic theorems such as Law of large number, characteristics functions and central limit theorem. CILO-2: Apply concepts of law of large number and central limit theorem to solve problems. CILO-3: Analyze some statistical models such as linear regression by theory.