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Introduction to design and analysis of experiments

Author: George W Cobb
Publisher: New York : Springer, ©1998.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

An applied introduction to statistics for students with no background in the subject. The author places emphasis on choosing sound design structures, then discusses ANOVA before going on to explore  Read more...

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Additional Physical Format: Online version:
Cobb, George W.
Introduction to design and analysis of experiments.
New York : Springer, ©1998
(OCoLC)767688676
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: George W Cobb
ISBN: 0387946071 9780387946078
OCLC Number: 36181123
Description: xxx, 795 pages : illustrations ; 25 cm
Contents: 1. Introduction to Experimental Design --
2. Informal Analysis and Checking Assumptions --
3. Formal ANOVA: Decomposing the Data and Measuring Variability, Testing Hypotheses and Estimating True Differences --
4. Decisions About the Content of an Experiment --
5. Randomization and the Basic Factorial Design --
6. Interaction and the Principle of Factorial Crossing --
7. The Principle of Blocking --
8. Working with the Four Basic Designs --
9. Extending the Basic Designs by Factorial Crossing --
10. Decomposing a Data Set --
11. Comparisons, Contrasts, and Confidence Intervals --
12. The Fisher Assumptions and How to Check Them --
13. Other Experimental Designs and Models --
14. Continuous Carriers: A Visual Approach to Regression, Correlation and Analysis of Covariance --
15. Sampling Distributions and the Role of the Assumptions.
Other Titles: Design and analysis of experiments
Responsibility: George W. Cobb.

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