These notes are from STAT 553 Asymptotic Theory by Professor Jogesh Babu in a written format with details of proofs and examples in statistics asymptotic theory.

Probability, Borel-Cantelli Lemma, Probability Inequalities, Convergence, Dominated Covergence Theorem