Statistical Methods for the Analysis of Biomedical Data (eBook)

William R. Clarke, Robert F. Woolson (Autoren)

eBook Download: PDF

2011 | 2. Auflage
720 Seiten
Wiley (Verlag)
978-1-118-03130-8 (ISBN)

Infos

The new edition adds a chapter on multiple linear regression in biomedical research, with sections including the multiple linear regressions model and least squares; the ANOVA table, parameter estimates, and confidence intervals; partial f-tests; polynomial regression; and analysis of covariance. * Organized by problem rather than method, so it guides readers to the correct technique for solving the problem at hand.

Autor

ROBERT F. WOOLSON, PhD, is a Professor of Biostatistics and Associate Dean for Research at the University of Iowa College of Public Health. WILLIAM R. CLARKE, PhD, is a Professor of Biostatistics at the University of Iowa College of Public Health.

Inhalt

Dedication v

Preface to the 1987 Edition xvii

Preface to the 2002 Edition xxi

Acknowledgment xxiii

1 Introduction 1

2 Descriptive Statistics 9

3 Basic Probability Concepts 49

4 Further Aspects of Probability 79

5 Confidence Intervals and Hypothesis Testing: General Considerations and Applications 119

6 Comparison of Two Groups: t-Tests and Rank Tests Introduction 151

7 Comparison of Two Groups: Chi-Square and Related Procedures 217

8 Tests of Independence and Measures of Association for Two Random Variables 263

9 Least-Squares Regression Methods: Predicting One Variable from Another 307

10 Comparing More than Two Groups Observations: Analysis of Variance for Comparing Groups 359

11 Comparing More than Two Groups of Observations: Rank Analysis of Variance for Group Comparisons 417

12 Comparing More than Two Groups of Observations: Chi-Square and Related Procedures 441

13 Special Topics in Analysis of Epidemiologic and Clinical Data: Studying Association between a Disease and a Characteristic 461

14 Estimation and Comparison of Survival Curves 509

15 Multiple Linear Regression Methods: Predicting One Variable from Two or More Other Variables 541

Appendix 623

Topic Index 673

Rezensionen

"...useful in a course in biostatistics." (Journal of
Statistical Computation and Simulation, September 2005)

"...a nice overview of statistical topics...an excellent book to
have...highly recommend this book for students and researchers..."
(Statistical Methods in Medical Research, Vol 13, 2004)

"...interesting and useful...I recommend it as an
addition to your statistical library, and if you already own the
first edition, it would be worthwhile to update it." (The
American Statistician, Vol. 58, No. 2, May 2004)

Produkt-Details

• Erscheint lt. Verlag: 26.1.2011
• Reihe/Serie: Wiley Series in Probability and Statistics
• Reihe/Serie: Wiley Series in Probability and Statistics
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Medizin / Pharmazie ► Allgemeines / Lexika
• Themenwelt: Medizin / Pharmazie ► Medizinische Fachgebiete ► Biomedizin
• Themenwelt: Naturwissenschaften ► Biologie
• Schlagworte: Biometrie • Biostatistics • Biostatistik • Statistics • Statistik
• ISBN-10: 1-118-03130-X / 111803130X
• ISBN-13: 978-1-118-03130-8 / 9781118031308