Experiment Design and Analysis

Experiment Design and Analysis is a book that teaches readers how to design and analyze experiments. The book is written in a clear and concise style, and it is designed to be accessible to students and professionals with a variety of backgrounds, including statistics, engineering, and science.

The book begins with an overview of the field of experimental design and its importance in the scientific method. It then discusses the different types of experimental designs, such as completely randomized designs, block designs, and factorial designs.

The book also covers a variety of specific topics in experimental design and analysis, such as:

Analysis of experiments
Analysis of covariance
Blocking factors
Design of experiments
Factorial experiments
Fitting models
Inference for contrasts
Planning experiments
Polynomial regression
Random effects
Variation

The book also includes a number of chapters on more advanced topics, such as:

Mixed models
Response surface methodology
Robust design