John Lawson

Design and Analysis of Experiments with R (eBook, ePUB)

• Format: ePub

Produktbeschreibung

This text 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. R code is used to create and analyze all the example experiments, with the code examples available on the author's website.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 620
• Erscheinungstermin: 17. Dezember 2014
• Englisch
• ISBN-13: 9781000837346
• Artikelnr.: 65698638

Autorenporträt

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

Inhaltsangabe

Introduction. Completely Randomized Designs with One Factor. Factorial
Designs. Randomized Block Designs. Designs to Study Variances. Fractional
Factorial Designs. Incomplete and Confounded Block Designs. Split-Plot
Designs. Crossover and Repeated Measures Designs. Response Surface Designs.
Mixture Experiments. Robust Parameter Design Experiments. Experimental
Strategies for Increasing Knowledge. Bibliography. Index.