Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Normal view MARC view ISBD view

Design and analysis of experiments with R / John Lawson.

By: Lawson, John.
Material type: TextTextSeries: Chapman & Hall/CRC texts in statistical science series.Publisher: Boca Raton : CRC Press, c2015Description: xxiii, 596 p. : illustrations ; 25 cm.ISBN: 9781439868133 (hardcover : alk. paper).Subject(s): Sampling (Statistics) | Statistics -- Data processing | R (Computer program language)DDC classification: 000SA.2
Contents:
1. Introduction-- 2. Completely randomized designs with one factor -- 3. Factorial designs -- 4. Randomized block designs -- 5. Designs to study variances -- 6. Fractional factorial designs -- 7. Incomplete and confounded block designs -- 8. Split-plot designs -- 9. Crossover and repeated measures designs -- 10. Response surface designs -- 11. Mixture experiments -- 12. Robust parameter design experiments -- 13. Experimental strategies for increasing knowledge-- Appendix-brief introduction to R-- Answers to selected exercises-- Bibliography-- Index.
Summary: This book 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. 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 web site, enabling you to duplicate all the designs and data analysis.
Tags from this library: No tags from this library for this title. Log in to add tags.
Item type Current location Call number Status Date due Barcode Item holds
Books Books ISI Library, Kolkata
 
000SA.2 L425 (Browse shelf) Available 136220
Total holds: 0

Includes bibliographical references and index.

1. Introduction--
2. Completely randomized designs with one factor --
3. Factorial designs --
4. Randomized block designs --
5. Designs to study variances --
6. Fractional factorial designs --
7. Incomplete and confounded block designs --
8. Split-plot designs --
9. Crossover and repeated measures designs --
10. Response surface designs --
11. Mixture experiments --
12. Robust parameter design experiments --
13. Experimental strategies for increasing knowledge--
Appendix-brief introduction to R--
Answers to selected exercises--
Bibliography--
Index.

This book 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. 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 web site, enabling you to duplicate all the designs and data analysis.

There are no comments for this item.

Log in to your account to post a comment.
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in


Visitor Counter