Linear Estimation and Design of Experiments

Provided here is an introduction to the general mathematical theory of linear estimation for the theory of least squares and its application to the analysis of experimental designs based on fixed-effects linear models. The book approaches the subject by offering proportionate emphasis on mathematical theory, its application to standard designs, and computational techniques. By providing a broad knowledge of the field, this book equips the reader with the knowledge needed for applying the subject to his own experimental designs.