Linear Systems: Direct MethodsCovers the formulation of linear systems, direct and iterative methods for solving them, and the cost of LU factorization.
Maximum Likelihood EstimationDelves into maximum likelihood estimators, their properties, and asymptotic behavior, emphasizing consistency and asymptotic normality.