Biostatistics

A Guide to Design, Analysis and Discovery
2 ed
ISBN: 978-0-12-369492-8
Verlag: Elsevier Science Publishing Co Inc

Buch, Englisch, 520 Seiten, Format (B × H): 256 mm x 182 mm, Gewicht: 1164 g

Biostatistics, Second Edition, is a user-friendly guide on biostatistics, which focuses on the proper use and interpretation of statistical methods.

This textbook does not require extensive background in mathematics, making it user-friendly for all students in the public health sciences field. Instead of highlighting derivations of formulas, the authors provide rationales for the formulas, allowing students to grasp a better understanding of the link between biology and statistics.

The material on life tables and survival analysis allows students to better understand the recent literature in the health field, particularly in the study of chronic disease treatment. This updated edition contains over 40% new material with modern real-life examples, exercises, and references, including new chapters on Logistic Regression, Analysis of Survey Data, and Study Designs.

The book is recommended for students in the health sciences, public health professionals, and practitioners.

Zielgruppe

Students in the health sciences, public health professionals, practitioners.

Autoren/Hrsg.

Forthofer, Ronald N.

Lee, Eun Sul

Hernandez, Mike

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Naturwissenschaften Biowissenschaften Biowissenschaften Taxonomie und Systematik

Inhaltsverzeichnis

1. Introduction 2. Data and Numbers 3. Descriptive Tools 4. Probability and Life Tables 5. Probability Distributions 6. Study Designs 7. Interval Estimation 8. Test of Hypotheses 9. Test of Hypotheses Based on the Normal Distribution 10. Nonparametric Tests 11. Analysis of Categorical Data 12. Analysis of Survival Data 13. Analysis of Variance 14. Linear Regression 15. Logistic Regression 16. Analysis of Survey Data

Appendix A. Statistical Tables Appendix B. Selected Governmental Biostatistical Data Appendix C. Solutions to Selected Exercises

Über Autor(innen)

Hernandez, Mike
Mike Hernandez has been working as a statistical analyst in the Department of Biostatistics at the MD Anderson Cancer Center for over 10 years. Working in a large medical center, he has developed an expertise in doing collaborative research spanning several disciplines from health disparities to clinical trials. He has coauthored over 40 peer-reviewed manuscripts, and is a co-author of: Biostatistics: A Guide to Design, Analysis, and Discovery 2nd ed.