Introductory Biostatistics for the Health Sciences (eBook)

Modern Applications Including Bootstrap

Michael R. Chernick, Robert H. Friis (Autoren)

eBook Download: PDF

2003 | 1. Auflage
424 Seiten
John Wiley & Sons (Verlag)
978-0-471-45865-4 (ISBN)

Infos

Accessible to medicine- and/or public policy-related audiences, as well as most statisticians.

* Emphasis on outliers is discussed by way of detection and treatment.

* Resampling statistics software is incorporated throughout.

* Motivating applications are presented in light of honest theory.

* Plentiful exercises are sprinkled throughout.

Autor

MICHAEL R. CHERNICK, PhD, is the Assistant Director of Biostatistics at Novo Nordisk Pharmaceuticals, Inc., in Princeton, New Jersey. He is the author of Bootstrap Methods: A Practitioner's Guide. ROBERT FRIIS, PhD, is Professor and Chair of the Department of Health Science at California State University, Long Beach. He is senior author of Epidemiology for Public Health Practice and has published more than fifty papers related to epidemiology.

Inhalt

Preface.

What is Statistics? How is it Applied in the Health Sciences?

Defining Populations and Selecting Samples.

Systematic Organization and Display of Data.

Summary Statistics.

Basic Probability.

The Normal Distribution.

Sampling Distributions for Means.

Estimating Population Means.

Tests of Hypotheses.

Inferences Regarding Proportions.

Categorical Data and Chi-Square Tests.

Correlation, Linear Regression, and Logistic Regression.

One-Way Analysis of Variance.

Nonparametric Methods.

Analysis of Survival Times.

Software Packages for Statistical Analysis.

Postscript.

Appendix A. Percentage Points, F-Distribution (alpha = 0.05).

Appendix B. Studentized Range Statistics.

Appendix C. Quantiles of the Wilcoxon Signed-Rank Test Statistic.

Appendix D. X^2 Distribution.

Appendix E. Table of the Standard Normal Distribution.

Appendix F. Percentage Points, Student's t Distribution.

Appendix G. Answers to Selected Exercises.

Index.

Rezensionen

"...readers will come away with a better understanding of
biostatistics..." (Statistical Methods in Medical
Research, Vol.14, No.1, 2005)

"...a good textbook for an introductory course in
biostatistics at the advanced undergraduate/beginning graduate
level...covers a broader variety of topics that is usually
found in comparable textbooks..." (The American
Statistician, Vol. 58, No. 2, May 2004)

"...lucid writing style and numerous real-world examples add to
the book's appeal and value...complex subject uniquely
accessible..." (Zentralblatt Math, Vol. 1028, 2004)

"...the authors' lucid writing style and numerous
interesting real-world examples make a complex subject quite
acc3essible to a diverse audience...I recommend this book to
undergraduate statistics students, medical personnel, public health
trainees, or nursing and medical students...would also make an
excellent textbook for an introductory...biostatistics
course." (Mathematical Reviews, Issue 2004b)

"...the book is most successful in meeting the needs of
students..." (Technometrics, Vol. 45, No. 4, November
2003)

Produkt-Details

• Erscheint lt. Verlag: 24.6.2003
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie
• Themenwelt: Technik
• Schlagworte: Biometrie • Biostatistics • Biostatistik • Mathematik / Wahrscheinlichkeitstheorie, Statistik • Statistics • Statistik
• ISBN-10: 0-471-45865-1 / 0471458651
• ISBN-13: 978-0-471-45865-4 / 9780471458654