MATRICES: BASIC PROPERTIES OF VECTORS AND MATRICES.
Kronecker Products, the Vec Operator and the MoorePenrose Inverse.
Miscellaneous Matrix Results.
DIFFERENTIALS: THE THEORY: MATHEMATICAL PRELIMINARIES.
Differentials and Differentiability.
The Second Differential.
Static Optimization.
DIFFERENTIALS: THE PRACTICE: SOME IMPORTANT DIFFERENTIALS.
First Order Differentials and Jacobian Matrices.
Second Order Differentials and Hessian Matrices.
INEQUALITIES: INEQUALITIES.
THE LINEAR MODEL: STATISTICAL PRELIMINARIES.
The Linear Regression Model.
Further Topics in the Linear Model.
APPLICATIONS TO MAXIMUM LIKELIHOOD ESTIMATION: MAXIMUM LIKELIHOOD ESTIMATION.
Simultaneous Equations.
Topics in Psychometrics.
