Barry Glaz, Kathleen M Yeater

Applied Statistics in Agricultural, Biological, and Environmental Sciences

• Gebundenes Buch

Produktbeschreibung

"Book and Multimedia Publishing Committee"--Title page.

Produktdetails

• Verlag: Wiley
• Seitenzahl: 672
• Erscheinungstermin: 22. Januar 2020
• Englisch
• Abmessung: 260mm x 183mm x 40mm
• Gewicht: 1422g
• ISBN-13: 9780891183594
• ISBN-10: 0891183590
• Artikelnr.: 58455327

Autorenporträt

Barry Glaz retired as a Research Agronomist of the USDA-ARS Sugarcane Field Station in Canal Point, Florida. His major research interests were 1) to identify the agronomic limits of and improve the tolerance of sugarcane to periodic water levels at or near the soil surface, and 2) to contribute to the development of high-yielding, disease resistant/tolerant sugarcane cultivars. Kathleen M. Yeater has a Ph.D. in Biometry & Statistics from the University of Illinois and is currently a Statistician for the USDA-ARS Plains Area. Her area of expertise focuses on applied statistics issues in the agricultural sciences, with a special affinity for experimental design and multivariate statistical approaches in the ever-evolving -omics technologies.

Inhaltsangabe

Foreword vii
Introduction ix
Acknowledgments xi
A Statistical Fable. The Story of a Grumpy Ox
Barry Glaz xiii
CHapter 1. Errors in Statistical Decision-Making
Kimberly Garland-Campbell 1
CHapter 2. Analysis of Variance and Hypothesis Testing
Marla S. McIntosh 19
Chapter 3. Blocking Principles for Biological Experiments
Michael D. Casler 53
Chapter 4. Power and Replication-Designing Powerful Experiments
Michael D. Casler 73
Chapter 5. Multiple Comparison Procedures: The Ins and Outs
David J. Saville 85
Chapter 6. Linear Regression Techniques
Christel Richter and Hans-Peter Piepho 107
Chapter 7. Analysis and Interpretation of Interactions of Fixed and Random
Effects
Mateo Vargas, Barry Glaz, Jose Crossa, and Alex Morgounov 177
Chapter 8. The Analysis of Combined Experiments
Philip M. Dixon, Kenneth J. Moore, and Edzard van Santen 201
Chapter 9. Analysis of Covariance
Kevin S. McCarter 235
Chapter 10. Analysis of Repeated Measures for the Biological and
Agricultural Sciences
Salvador A. Gezan and Melissa Carvalho 279
Chapter 11. The Design and Analysis of Long-term Rotation Experiments
Roger William Payne 299
Chapter 12. Spatial Analysis of Field Experiments
Juan Burgueño 319
Chapter 13. Augmented Designs-Experimental Designs in which All Treatments
are Not Replicated
Juan Burgueño, Jose Crossa, and Kathleen M. Yeater 345
Chapter 14. Multivariate Methods for Agricultural Research
Kathleen M. Yeater and María B. Villamil 371
Chapter 15. Nonlinear Regression Models and Applications
Fernando Miguez, Sotirios Archontoulis, and Hamze Dokoohaki 401
Chapter 16. Analysis of Non-Gaussian Data
Walter W. Stroup 449
Appendix A.1. Author Supplements A1
APPENDIX A.2. Author Supplements
Online only
APPENDIX B. Genstat Translation
Vanessa Cave Online only
APPENDIX C. R Translation Jon Baldock and Kimberly Garland-Campbell
Online only