Design and Analysis of Experiments with R: 115 (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Lawson, John

Hardcover

ISBN 10: 1439868131 ISBN 13: 9781439868133

Verlag: Chapman and Hall/CRC, 2014

Inhaltsangabe

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, and illustrates the interpretation of results. Drawing on his many years of working in the pharmaceutical, agricultural, industrial chemicals, and machinery industries, the author teaches students how to:Make an appropriate design choice based on the objectives of a research project Create a design and perform an experimentInterpret the results of computer data analysisThe book emphasizes the connection among the experimental units, the way treatments are randomized to experimental units, and the proper error term for data analysis., R code is used to create and analyze all the example experiments. The code examples from the text are available for download on the author's website, enabling students to duplicate all the designs and data analysis. Intended for a one-semester or two-quarter course on experimental design, this text covers classical ideas in experimental design as well as the latest research topics., It gives students practical guidance on using R to analyze experimental data.

Über diesen Titel

Críticas:

"This is an excellent but demanding text. ... This book should be mandatory reading for anyone teaching a course in the statistical design of experiments. ... reading this text is likely to influence their course for the better."
―MAA Reviews, March 2015

"In my opinion, this is a very valuable book. It covers the topics that I judge should be in such a book including what might be called the standard designs and more ... it has become my go to text on experimental design."

David E. Booth, Technometrics

Biografía del autor:

John Lawson is a professor in the Department of Statistics at Brigham Young University.

Über diese Auflage

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2014
• ISBN 10: 1439868131
• ISBN 13: 9781439868133
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 628