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Biostatistics
A Guide to Design, Analysis and Discovery
Ronald N. Forthofer (Author), Eun Sul Lee (Author), Mike Hernandez (Author)
9780123694928
Hardback, published 16 February 2007
520 pages
26 x 18.3 x 3.1 cm, 1.25 kg
"This book succeeds in all aspects: It is clearly written, it has excellent coverage of the fundamentals of statistical methodology...and it is informative through its novel statistical presentation...." --Journal of the American Statistical Association
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.
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
Subject Areas: Life sciences: general issues [PSA], Probability & statistics [PBT]
