Research Catalog

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

Title
  1. Statistics for experimenters : an introduction to design, data analysis, and model building / George E.P. Box, William G. Hunter, J. Stuart Hunter.
Published by
  1. New York, NY ; Chichester ; Brisbane ; Toronto : John Wiley & Sons
  2. ©1978.
Author
  1. Box, George E. P.

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Details

Additional authors
  1. Hunter, William Gordon, 1937-
  2. Hunter, J. Stuart, 1923-
Description
  1. xviii, 653 pages : illustrations; 24 cm
Summary
  1. 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.
Series statement
  1. Wiley series in probability and mathematical statistics
Uniform title
  1. Wiley series in probability and mathematical statistics.
Subject
  1. Experimental design
  2. Analysis of variance
  3. Statistics
  4. Analysis of Variance
  5. Research Design
  6. Statistics as Topic
  7. Models, Statistical
  8. statistics
  9. Statistique
  10. Expériences
  11. Statistics
  12. Analysis of variance
  13. Experimental design
  14. Analyse de variance
  15. Plan de recherche
  16. Entwurf
  17. Experiment
  18. Experimentauswertung
  19. Statistik
  20. Varianzanalyse
  21. Versuchsanlage
  22. Versuchsplanung
  23. Onderzoeksontwerp
  24. Variantieanalyse
  25. Plan d'expérience
  26. Statistique mathématique
Contents
  1. 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.
Owning institution
  1. Princeton University Library
Note
  1. Includes index.
Bibliography (note)
  1. Includes bibliographical references and index.