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Design and Analysis of Experiments with R (Hardcover)
Loot Price: R3,454
Discovery Miles 34 540
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Design and Analysis of Experiments with R (Hardcover)
Series: Chapman & Hall/CRC Texts in Statistical Science
Expected to ship within 12 - 17 working days
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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.
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