Rasch D., Pilz J., Verdooren R., Gebhardt A. Optimal Experimental Design with R

CRC Press / Taylor & Francis Group, 2011. 345 p. ISBN-10:1439816972Experimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experimental question.Providing a concise introduction to experimental design theory, Optimal Experimental Design with R:Introduces the philosophy of experimental design
Provides an easy process for constructing experimental designs and calculating necessary sample size using R programs
Teaches by example using a custom made R program package: OPDOE