The Resource Statistics for experimenters : an introduction to design, data analysis, and model building, George E.P. Box, William G. Hunter, J. Stuart Hunter

Statistics for experimenters : an introduction to design, data analysis, and model building, George E.P. Box, William G. Hunter, J. Stuart Hunter

Label
Statistics for experimenters : an introduction to design, data analysis, and model building
Title
Statistics for experimenters
Title remainder
an introduction to design, data analysis, and model building
Statement of responsibility
George E.P. Box, William G. Hunter, J. Stuart Hunter
Creator
Contributor
Author
Subject
Language
eng
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
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Box, George E. P
Illustrations
illustrations
Index
index present
LC call number
QA279
LC item number
.B68
Literary form
non fiction
Nature of contents
bibliography
NLM call number
QA 279
NLM item number
B788s 1978
http://library.link/vocab/relatedWorkOrContributorDate
  • 1937-
  • 1923-
http://library.link/vocab/relatedWorkOrContributorName
  • Hunter, William Gordon
  • Hunter, J. Stuart
Series statement
Wiley series in probability and mathematical statistics.
http://library.link/vocab/subjectName
  • Experimental design
  • Analysis of variance
  • Analysis of Variance
  • Research Design
  • méthode moindre carré
  • analyse factorielle
  • analyse donnée
  • analyse variance
  • plan expérience
  • statistique mathématique
  • Plan d'expérience
  • Analyse de variance
  • Statistique
  • Expériences
  • Analyse de variance
  • Plan de recherche
  • Analysis of variance
  • Experimental design
  • Onderzoeksontwerp
  • Variantieanalyse
  • Plan d'expérience
  • Analyse de variance
  • Statistique mathématique
  • Versuchsplanung
  • Varianzanalyse
  • Experiment
  • Statistik
Label
Statistics for experimenters : an introduction to design, data analysis, and model building, George E.P. Box, William G. Hunter, J. Stuart Hunter
Instantiates
Publication
Bibliography note
Includes bibliographies and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Dimensions
24 cm.
Extent
xviii, 653 pages
Isbn
9780471093152
Lccn
77015087
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)03327353
  • (OCoLC)ocm03327353
Label
Statistics for experimenters : an introduction to design, data analysis, and model building, George E.P. Box, William G. Hunter, J. Stuart Hunter
Publication
Bibliography note
Includes bibliographies and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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
Dimensions
24 cm.
Extent
xviii, 653 pages
Isbn
9780471093152
Lccn
77015087
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)03327353
  • (OCoLC)ocm03327353

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