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Statistics for experimenters : an introduction to design, data analysis, and model building

Author: George E P Box; William Gordon Hunter; J Stuart Hunter
Publisher: New York : Wiley, ©1978.
Series: Wiley series in probability and mathematical statistics.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:
Introduces the philosophy of experimentation and the part that statistics play in experimentation. Emphasizes the need to develop a capability for "statistical thinking" by using examples drawn from actual case studies.
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Additional Physical Format: Online version:
Box, George E.P.
Statistics for experimenters.
New York : Wiley, ©1978
(OCoLC)630726419
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: George E P Box; William Gordon Hunter; J Stuart Hunter
ISBN: 0471093157 9780471093152
OCLC Number: 3327353
Description: xviii, 653 pages : illustrations ; 24 cm.
Contents: 1. Science and statistics --
Part I: Comparing two treatments --
2. Use of external reference distribution to compare two means --
3. Random sampling and the Declaration of Independence --
4. Randomization and blocking with paired comparisons --
5. Significance tests and confidence intervals for means, variances, proportions, and frequencies --
Part II: Comparing more than two treatments --
6. Experiments to compare k treatment means --
7. Randomized blocks and two-way factorial designs --
8. Design with more than one blocking variables --
Part III: Measuring the effects of variables --
9. Empirical modeling --
10. Factorial designs at two levels --
11. More applications of factorial designs --
12. Fractional factorial designs at two levels --
13. More applications of fractional factorial designs --
Part IV: Building models and using them --
14. Simple modeling with least squares (regression analysis --
15. Response surface methods --
16. Mechanistic model building --
17. Study of variation --
18. Modeling dependence: time series.
Series Title: Wiley series in probability and mathematical statistics.
Responsibility: George E.P. Box, William G. Hunter, J. Stuart Hunter.
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Abstract:

Introduces the philosophy of experimentation and the part that statistics play in experimentation. Emphasizes the need to develop a capability for "statistical thinking" by using examples drawn from actual case studies.

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