Title: A First Course in Linear Models and Design of Experiments
Description: This textbook presents the basic concepts of linear models, design and analysis of experiments. With the rigorous treatment of topics and provision of detailed proofs, this book aims at bridging the gap between basic and advanced topics of the subject. Initial chapters of the book explain linear estimation in linear models and testing of linear hypotheses, and the later chapters apply this theory to the analysis of specific models in designing statistical experiments.
Subjects: Experimental design, Linear models (Statistics), Analysis of variance, Estimation theory, Linear algebra, Random variables, Probabilities, Mathematical statistics