Screen view of the Matrix.

Linear Algebra

The notes I’ve taken for the course STAT 6800 - Tools for Statistical Theory. The suggested textbook is Matrix Algebra from a Statistician’s Perspective by D. A. Harville.

Aug 26
Linear Dependence and Independence
Aug 31
Vector Space
Aug 31
Geometrical Considerations
Sep 30
Linear Space of Matrices
Sep 30
Matrix Trace
Oct 07
Matrix Inverse
Oct 12
Generalized Inverse
Oct 21
Projection Matrix
Oct 23
Oct 26
Quadratic Form
Nov 04
Eigenvalues and Eigenvectors
Nov 18