Biostatistics (eBook)

GERALD VAN BELLE is a professor in the Departments of Biostatistics and Environmental and Occupational Health Sciences at the University of Washington in Seattle, Washington. He is the author of four books as well as more than 100 articles and numerous book chapters. LLOYD D. FISHER is Professor Emeritus in the Department of Biostatistics at the University of Washington, Seattle, and a consultant to the drug and device industries. He has held positions with the Center for AIDS Research, the Mayo Clinic, and the Fred Hutchinson Cancer Center, among others. PATRICK J. HEAGERTY is an associate professor in the Department of Biostatistics at the University of Washington in Seattle and an associate member at the Fred Hutchinson Cancer Research Center. THOMAS LUMLEY is an associate professor in the Department of Biostatistics at the University of Washington in Seattle.

Preface to the First Edition.

Preface to the Second Edition.

1. Introduction to Biostatistics.

2. Biostatistical Design of Medical Studies.

3. Descriptive Statistics.

4. Statistical Inference: Populations and Samples.

5. One- and Two-Sample Inference.

6. Counting Data.

7. Categorical Data: Contingency Tables.

8. Nonparametric, Distribution-Free and Permutation Models:
Robust Procedures.

9. Association and Prediction: Linear Models with One Predictor
Variable.

10. Analysis of Variance.

11. Association and Prediction: Multiple Regression Analysis,
Linear Models with Multiple Predictor Variables.

12. Multiple Comparisons.

13. Discrimination and Classification.

14. Principal Component Analysis and Factor Analysis.

15. Rates and Proportions.

16. Analysis of the Time to an Event: Survival Analysis.

17. Sample Sizes for Observational Studies.

18. Longitudinal Data Analysis.

19. Randomized Clinical Trials.

20. A Personal Postscript.

Appendix.

Author Index.

Subject Index.

Symbol Index.

"...an excellent introductory biostatics book with several
examples and easy to understand interpretations of data analysis
results." (Journal of Statistical Computation and
Simulation, September 2005)

"The book would serve as a good springboard for structuring an
introductory biostatistics course..." (The American
Statistician, August 2005)

"...the book will be a great resource for new readers as well as
professionals in the field of health research." (E-STREAMS,
May 2005)

"...this comprehensive book should continue to merit
consideration by anyone looking for a desktop reference in
biostatistics." (Technometrics, May 2005)

"...this second edition adds two new chapters: one on
randomised clinical trials, and another on longitudinal data
analysis." (Journal of Applied Statistics, Vol.32,
No.3, April 2005)

"Beyond comprehensiveness, the differentiating characteristics
of this textbook is the use of medical examples...a text that can
be fully appreciated by those seeking a technical statistical
reference..." (The Annals of Pharmacotherapy, March
2005)

"...enjoyable reading...approachable and
comprehensible...a useful addition to the bookshelf of any
biomedical researcher..." (Journal of the Royal
Statistical Society, Series A, Vol.168, No.2, March 2005)

"...this updated edition will ensure the ongoing
usefulness of this valuable resource..." (Short Book
Reviews, Vol.24, No.3, December 2004)

"...chock full of information and careful
examination...scientists and researchers who access this
information will gain much new insight..." (Electric
Review, October/ November 2004)

"The authors have dealt with the subject matter in truly
comprehensive terms... scientists and researchers who access
this information will gain much new insight..." (Electric
Review, July/August 2004)