This book provides a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing, covering the necessary prerequisites

• Exercises and solutions are included throughout, from both the first and second volume • Includes coverage of additional topics not covered in the first v

A self-contained introduction to matrix analysis theory and applications in the field of statistics Comprehensive in scope, Matrix Algebra for Linear Models off

The essential introduction to the theory and application of linear models—now in a valuable new edition Since most advanced statistical tools are generalizati

A Primer on Linear Models presents a unified, thorough, and rigorous development of the theory behind the statistical methodology of regression and analysis of