This volume provides a collection of exercises together with their solutions in design and analysis of experiments. The theoretical results, essential for understanding, are given first. These exercises have been collected during the authors' teaching careers over a long period of time. These are particularly helpful to the students studying the design of experiments and instructors and researchers engaged in the teaching and research of design by experiment. D.G. Kabe is retired as a Professor of Statistics at St. Mary's University in Canada, having taught statistics and guided Ph.D. students there. He is the author/co-author of more than two hundred research papers and two books. Arjun K. Gupta is Distinguished University Professor and Professor of Mathematics and Statistics at Bowling Green State University, Bowling Green, Ohio. He is the co-author or co-editor of 12 books and has written more than 300 research articles.