Main Title |
Statistics for experimenters : an introduction to design, data analysis, and model building / |
Author |
Box, George E. P.,
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Other Authors |
|
Publisher |
John Wiley & Sons, |
Year Published |
1978 |
OCLC Number |
03327353 |
ISBN |
0471093157; 9780471093152 |
Subjects |
Experimental design ;
Analysis of variance ;
Research Design ;
Statistics as Topic ;
Models, Statistical ;
Statistique ;
Experiences ;
Analyse de variance ;
Plan de recherche ;
Entwurf ;
Experimentauswertung ;
Statistik ;
Varianzanalyse ;
Versuchsanlage ;
Versuchsplanung ;
Onderzoeksontwerp ;
Variantieanalyse ;
Plan d'experience ;
Statistique mathematique
|
Additional Subjects |
Experimental design ;
Analysis of variance
|
Internet Access |
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EIAM |
QA279.B68 |
|
Region 2 Library/New York,NY |
11/05/2004 |
EJBM |
QA279.B68 1978 |
|
Headquarters Library/Washington,DC |
08/26/2019 |
ELBM |
QA279.B68 1978 |
|
AWBERC Library/Cincinnati,OH |
01/01/1988 |
ELDM |
QA279.B68 |
|
CCTE/GLTED Library/Duluth,MN |
06/09/2006 |
EMBM |
QA279.B68 1978 |
|
NRMRL/GWERD Library/Ada,OK |
03/04/1994 |
STATUS |
|
Collation |
xviii, 653 pages : illustrations ; 24 cm |
Notes |
Includes bibliographical references and index. |
Contents Notes |
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. 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. |