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A first course in the design of experiments : a linear models approach

Author: Donald Weber; John H Skillings
Publisher: Boca Raton, Fla. : CRC Press, ©2000.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"A First Course in the Design of Experiments: A Linear Models Approach offers a balanced treatment of theory, methods, and applications using the linear model as the integrating theme. This book emphasizes both the design selection for an experiment and the analysis of data and integrates the analysis for the various designs with the general theory for linear models."--Jacket.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Weber, Donald, 1925-
First course in the design of experiments.
Boca Raton, Fla. : CRC Press, ©2000
(DLC) 99044738
(OCoLC)42726017
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Donald Weber; John H Skillings
ISBN: 9781315136318 1315136317
OCLC Number: 1035845824
Description: 1 online resource (680 pages) : illustrations.
Contents: 1. Introduction to the design of experiments --
2. Linear models --
3. Least squares estimation and normal equations --
4. Linear model distribution theory --
5. Distribution theory for statistical inference --
6. Inference for multiple regression models --
7. The completely randomized design --
8. Planned comparisons --
9. Multiple comparisons --
10. Randomized complete block design --
11. Incomplete block designs --
12. Latin square designs --
13. Factorial experiments with two factors --
14. Other factorial experiments --
15. Analysis of covariance --
16. Random and mixed models --
17. Nested designs and associated topics --
Appendix A: matrix algebra --
Appendix B: tables --
References --
Solutions for selected odd-numbered exercises --
Index.
Responsibility: Donald C. Weber, John H. Skillings.
More information:

Abstract:

"A First Course in the Design of Experiments: A Linear Models Approach offers a balanced treatment of theory, methods, and applications using the linear model as the integrating theme. This book emphasizes both the design selection for an experiment and the analysis of data and integrates the analysis for the various designs with the general theory for linear models."--Jacket.

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