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Analysis of Messy Data Volume 1
Designed Experiments, Second Edition
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- 674 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Analysis of Messy Data Volume 1
Designed Experiments, Second Edition
Book details
Table of contents
Citations
About This Book
A bestseller for nearly 25 years, Analysis of Messy Data, Volume 1: Designed Experiments helps applied statisticians and researchers analyze the kinds of data sets encountered in the real world. Written by two long-time researchers and professors, this second edition has been fully updated to reflect the many developments that have occurred since t
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Yes, you can access Analysis of Messy Data Volume 1 by George A. Milliken, Dallas E. Johnson in PDF and/or ePUB format, as well as other popular books in Mathematik & Wahrscheinlichkeitsrechnung & Statistiken. We have over one million books available in our catalogue for you to explore.
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Table of contents
- Front cover
- Contents
- Chapter 1. The Simplest Case: One-Way Treatment Structure in a Completely Randomized Design Structure with Homogeneous Errors
- Chapter 2. One-Way Treatment Structure in a Completely Randomized Design Structure with Heterogeneous Errors
- Chapter 3. Simultaneous Inference Procedures and Multiple Comparisons
- Chapter 4. Basics for Designing Experiments
- Chapter 5. Multilevel Designs: Split-Plots, Strip-Plots, Repeated Measures and Combinations
- Chapter 6. Matrix Form of the Model
- Chapter 7. Balanced Two-Way Treatment Structures
- Chapter 8. Case Study: Complete Analyses of Balanced Two-Way Experiments
- Chapter 9. Using the Means Model to Analyze Balanced Two-Way Treatment Structures with Unequal Subclass Numbers
- Chapter 10. Using the Effects Model to Analyze Balanced Two-Way Treatment Structures with Unequal Subclass Numbers
- Chapter 11. Analyzing Large Balanced Two-Way Experiments Having Unequal Subclass Numbers
- Chapter 12. Case Study: Balanced Two-Way Treatment Structure with Unequal Subclass Numbers
- Chapter 13. Using the Means Model to Analyze Two-Way Treatment Structures with Missing Treatment Combinations
- Chapter 14. Using the Effects Model to Analyze Two-Way Treatment Structures with Missing Treatment Combinations
- Chapter 15. Case Study: Two-Way Treatment Structure with Missing Treatment Combinations
- Chapter 16. Analyzing Three-Way and Higher-Order Treatment Structures
- Chapter 17. Case Study: Three-Way Treatment Structure with Many Missing Treatment Combinations
- Chapter 18. Random Effects Models and Variance Components
- Chapter 19. Methods for Estimating Variance Components
- Chapter 20. Methods for Making Inferences about Variance Components
- Chapter 21. Case Study: Analysis of a Random Effects Model
- Chapter 22. Analysis of Mixed Models
- Chapter 23. Case Studies of a Mixed Model
- Chapter 24. Methods for Analyzing Split-Plot Type Designs
- Chapter 25. Methods for Analyzing Strip-Plot Type Designs
- Chapter 26. Methods for Analyzing Repeated Measures Experiments
- Chapter 27. Analysis of Repeated Measures Experiments When the Ideal Conditions Are Not Satisfied
- Chapter 28. Case Studies: Complex Examples Having Repeated Measures
- Chapter 29. Analysis of Crossover Designs
- Chapter 30. Analysis of Nested Designs
- Appendix
- References
- Index
- Back cover