The book presents the fundamental concepts from asymptotic statistical inference theory, elaborating on some basic large sample optimality properties of estimators and some test procedures. The book also discusses a score test and Waldâs test, their relationship with the likelihood ratio test and Karl Pearsonâs chi-square test.