Design of Experiments

An Introduction Based on Linear Models

By:

Max Morris

Format:

Hardback

Series:

Chapman & Hall/CRC Texts in Statistical Science

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Description

This text enables a better appreciation of the fundamental issues involved in designing experiments. Each chapter describes an experiment, with some drawn from the applied science and engineering literature. The author uses designs as the basis to discuss topics, such as blocking, units, and randomization. He covers data analysis through the specific form of the reduced normal equation for each design, basic hypothesis tests, and confidence intervals. The text also explores graphical procedures for presenting data and checking the usual linear model assumptions. It includes statistical computing material as well as R examples in the appendix.

Author Biography:

Max D. Morris is a professor in the Department of Statistics and the Department of Industrial and Manufacturing Systems Engineering at Iowa State University. A fellow of the American Statistical Association, Dr. Morris is a recipient of the National Institute of Statistical Sciences Sacks Award for Cross-Disciplinary Research and the American Society for Quality Wilcoxon Prize.

Release date Australia

July 27th, 2010

Author

Max Morris

Audience

Undergraduate

Illustrations

13 Illustrations, black and white

Pages

376

Series

Chapman & Hall/CRC Texts in Statistical Science

Dimensions

156x234x24

ISBN-13

9781584889236

Product ID

3745747

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