Applied Statistics
Analysis of Variance and Regression
(Sprache: Englisch)
This new edition of this standard has been extensively revised to serve the ever-increasing number of investigators who, with only a year or so of statistical training, are performing sophisticated statistical analyses on computers. It provides sound...
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Produktinformationen zu „Applied Statistics “
This new edition of this standard has been extensively revised to serve the ever-increasing number of investigators who, with only a year or so of statistical training, are performing sophisticated statistical analyses on computers. It provides sound statistical methodology, practical advice on the application of this methodology, and information relating the statistics to computer manipulation and output.
Klappentext zu „Applied Statistics “
This work has been thoughtfully designed so that it serves equally well as a reference for the practitioner and as a self-contained textbook for the advanced student.* Rewritten to maintain clarity and brevity while expanding the coverage of previous editions.
* Changes to design-related topics include increased discussion of mixed models and random effects, greater emphasis on regression and data screening, and more use of graphs throughout.
* Includes both graded and challenging exercises.
* Liberal computer discussions now supplemented with SAS and SPSS.
This work has been thoughtfully designed so that it serves equally well as a reference for the practitioner and as a self-contained textbook for the advanced student.
- Rewritten to maintain clarity and brevity while expanding the coverage of previous editions.
- Changes to design-related topics include increased discussion of mixed models and random effects, greater emphasis on regression and data screening, and more use of graphs throughout.
- Includes both graded and challenging exercises.
- Liberal computer discussions now supplemented with SAS and SPSS.
- Rewritten to maintain clarity and brevity while expanding the coverage of previous editions.
- Changes to design-related topics include increased discussion of mixed models and random effects, greater emphasis on regression and data screening, and more use of graphs throughout.
- Includes both graded and challenging exercises.
- Liberal computer discussions now supplemented with SAS and SPSS.
Inhaltsverzeichnis zu „Applied Statistics “
Preface.1. Data Screening.
Problems.
References.
2. One-Way Analysis of Variance Design.
Problems.
References.
3. Estimation and Simultaneous Inference.
Problems.
References.
4. Hierarchical or Nested Design.
Problems.
References.
5. Two Crossed Factors: Fixed Effects and Equal Sample Sizes.
Problems.
References.
6 Randomized Complete Block Design.
Problems.
References.
7. Two Crossed Factors: Fixed Effects and Unequal Sample Sizes.
Problems.
References.
8. Crossed Factors: Mixed Models.
Problems.
References.
9. Repeated Measures Designs.
Problems.
References.
10. Linear Regression: Fixed X Model.
Problems.
References.
11. Linear Regression: Random X Model and Correlation.
Problem.
References.
12. Multiple Regression.
Problems.
References.
13. Multiple and Partial Correlation.
Problems.
References.
14. Miscellaneous Topics in Regression.
Problems.
References.
15. Analysis of Covariance.
Problems.
References.
16. Summaries, Extensions, and Communication.
References.
Appendix A.
Appendix B.
Index.
Autoren-Porträt von Ruth M. Mickey, Olive Jean Dunn, Virginia A. Clark
RUTH M. MICKEY, PHD, is Professor of Statistics at the University of Vermont in Burlington.OLIVE JEAN DUNN, PHD, is Professor Emeritus at the University of California, Los Angeles.
VIRGINIA A. CLARK, PHD, is also Professor Emeritus at the University of California, Los Angeles. Drs. Dunn and Clark are the authors of Basic Statistics: A Primer for Biomedical Sciences, Third Edition, published by Wiley.
Bibliographische Angaben
- Autoren: Ruth M. Mickey , Olive Jean Dunn , Virginia A. Clark
- 2004, 3. Aufl., 384 Seiten, Maße: 24 cm, Gebunden, Englisch
- Verlag: Wiley & Sons
- ISBN-10: 047137038X
- ISBN-13: 9780471370383
Sprache:
Englisch
Pressezitat
"...beginning level graduate students in statistics will findthis book very valuable." ( Journal of Statistical Computationand Simulation , January 2006)"...Overall this is an excellent book...I recommend thisbook to everyone..." ( Statistical Methods in MedicalResearch , Vol. 14, 2005)
"...The book is an excellent material for describing thedata as well as a useful textbook for students to understand, applyand to interpret the statistical methods." ( ZentralbalttMATH , May 2005)
"...it contains a wealth of useful up-to-date informationand examples from the health sciences." ( Technometrics ,November 2004)
"The level of the book is also more consistentlyintermediate...a few more advanced topics are now excluded."( The American Statistician , August 2004)
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