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Design and Analysis of Experiments with R by John Lawson (Hardcover, 2014)

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About this product

Product Information

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 experiment Interpret the results of computer data analysis The 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.

Product Identifiers

Publisher
Taylor & Francis Inc
ISBN-13
9781439868133
eBay Product ID (ePID)
189300624

Product Key Features

Author
John Lawson
Publication Name
Design and Analysis of Experiments with R
Format
Hardcover
Language
English
Subject
Computer Science, Mathematics
Publication Year
2014
Type
Textbook
Number of Pages
620 Pages

Dimensions

Item Height
234mm
Item Width
156mm
Item Weight
975g

Additional Product Features

Title_Author
John Lawson
Series Title
Chapman & Hall/Crc Texts in Statistical Science
Country/Region of Manufacture
United States

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