ABSTRACT

Design and Analysis of Experiments with R presents a unified treatment of experimental designs and design concepts commonly used in practice. It connects the objectives of research to the type of experimental design required, describes the process of creating the design and collecting the data, shows how to perform the proper analysis of the data,

chapter Chapter 1|15 pages

Introduction

chapter Chapter 3|55 pages

Factorial Designs

chapter Chapter 4|28 pages

Randomized Block Designs

chapter Chapter 5|52 pages

Designs to Study Variances

chapter Chapter 6|67 pages

Fractional Factorial Designs

chapter 8|44 pages

Split-Plot Designs

chapter Chapter 9|32 pages

Crossover and Repeated Measures Designs

chapter Chapter 10|63 pages

Response Surface Designs

chapter Chapter 11|56 pages

Mixture Experiments

chapter Chapter 12|53 pages

Robust Parameter Design Experiments