Health and Numbers A PROBLEMS-BASED INTRODUCTION TO BIOSTATISTICS

Author: Chap Le, Ph.D.
Affiliation: Cancer Center, University of Minnesota
Publisher: Wiley-Blackwell
Publication Date: 2009
ISBN 10: 0470185899
ISBN 13: 9780470185896
eISBN: 9780470930472
Edition: 3rd

Description:

Like its two successful previous editions, Health & Numbers: A Problems-Based Introduction to Biostatistics, Third Edition, is the only fully problems-based introduction to biostatistics and offers a concise introduction to basic statistical concepts and reasoning at a level suitable for a broad spectrum of students and professionals in medicine and the allied health fields. This book has always been meant for use by advanced students who have not previously had an introductory biostatistics course - material often presented in a one-semester course - or by busy professionals who need to learn the basics of biostatistics. This user-friendly resource features over 200 real-life examples and real data to discuss and teach fundamental statistical methods. The new edition offers even more exercises than the second edition, and features enhanced Microsoft Excel and SAS samples and examples. Health & Numbers, Third Edition, truly strikes a balance between principles and methods of calculation that is particularly useful for students in medicine and health-related fields who need to know biostatistics.

Table of Contents

Front Matter

  • ABOUT
  • DEDICATION
  • Preface
  • Introduction from the First Edition

CHAPTER 1: Proportions, Rates, and Ratios

  • 1.1. PROPORTIONS
  • 1.2. RATES
  • 1.3. RATIOS
  • 1.4. COMPUTATIONAL AND VISUAL AIDS
  • EXERCISES

CHAPTER 2: Organization, Summarization, and Presentation of Data

  • 2.1. TABULAR AND GRAPHICAL METHODS
  • 2.2. NUMERICAL METHODS
  • 2.3. COEFFICIENT OF CORRELATION
  • 2.4. VISUAL AND COMPUTATIONAL AIDS
  • EXERCISES

CHAPTER 3: Probability and Probability Models

  • 3.1. PROBABILITY
  • 3.2. THE NORMAL DISTRIBUTION
  • 3.3. PROBABILITY MODELS
  • 3.4. COMPUTATIONAL AIDS
  • EXERCISES

CHAPTER 4: Confidence Estimation

  • 4.1. BASIC CONCEPTS
  • 4.2. ESTIMATION OF A POPULATION MEAN
  • 4.3. ESTIMATION OF A POPULATION PROPORTION
  • 4.4. ESTIMATION OF A POPULATION ODDS RATIO
  • 4.5. ESTIMATION OF A POPULATION CORRELATION COEFFICIENT
  • 4.6. A NOTE ON COMPUTATION
  • EXERCISES

CHAPTER 5: Introduction to Hypothesis Testing

  • 5.1. BASIC CONCEPTS
  • 5.2. ANALOGIES
  • 5.3. SUMMARIES AND CONCLUSIONS
  • EXERCISES

CHAPTER 6: Comparison of Population Proportions

  • 6.1. ONE-SAMPLE PROBLEM WITH BINARY DATA
  • 6.2. ANALYSIS OF PAIR-MATCHED BINARY DATA
  • 6.3. COMPARISON OF TWO PROPORTIONS
  • 6.4. THE MANTEL–HAENSZEL METHOD
  • 6.5. COMPUTATIONAL AIDS
  • EXERCISES

CHAPTER 7: Comparison of Population Means

  • 7.1. ONE-SAMPLE PROBLEM WITH CONTINUOUS DATA
  • 7.2. ANALYSIS OF PAIR-MATCHED DATA
  • 7.3. COMPARISON OF TWO MEANS
  • 7.4. ONE-WAY ANALYSIS OF VARIANCE (ANOVA)
  • 7.5. COMPUTATIONAL AIDS
  • EXERCISES

CHAPTER 8: Regression Analysis

  • 8.1. SIMPLE REGRESSION ANALYSIS
  • 8.2. MULTIPLE REGRESSION ANALYSIS
  • 8.3. GRAPHICAL AND COMPUTATIONAL AIDS
  • EXERCISES

Answers to Selected Exercises

  • CHAPTER 1
  • CHAPTER 2
  • CHAPTER 3
  • CHAPTER 4
  • CHAPTER 5
  • CHAPTER 6
  • CHAPTER 7
  • CHAPTER 8

Bibliography

Appendices