##
* Numerical Linear Algebra for Applications in Statistics
*

Springer-Verlag, 1998.

This book covers the basics of linear algebra and the numerical methods
for performing computations on vectors and matrices.

I have used various parts of this material in several different
courses I teach in the
computational sciences (including computational statistics).

The outline is

Preface
Table of Contents
Chapter 1. Computer Storage and Manipulation of Data
Chapter 2. Basic Vector/Matrix Computations
Chapter 3. Solution of Linear Systems
Chapter 4. Computation of Eigenvectors and Eigenvalues and the
Singular Value Decomposition
Chapter 5. Software for Numerical Linear Algebra
Chapter 6. Applications in Statistics
Bibliography
Subject Index
A file I intend to maintain for some time is

Errata

I would appreciate
any feedback from readers -- corrections, suggestions, or general
comments.

James Gentle, jgentle@gmu.edu