دانلود کتاب Biostatistics for the Biological and Health Sciences

فهرست مطالب :

Cover Title Page Dedication Copyright Page About the Authors Contents Preface 1. Introduction to Statistics 1-1. Statistical and Critical Thinking 1-2. Types of Data 1-3. Collecting Sample Data 2. Exploring Data with Tables and Graphs 2-1. Frequency Distributions for Organizing and Summarizing Data 2-2. Histograms 2-3. Graphs That Enlighten and Graphs That Deceive 2-4. Scatterplots, Correlation, and Regression 3. Describing, Exploring, and Comparing Data 3-1. Measures of Center 3-2. Measures of Variation 3-3. Measures of Relative Standing and Boxplots 4. Probability 4-1. Basic Concepts of Probability 4-2. Addition Rule and Multiplication Rule 4-3. Complements, Conditional Probability, and Bayes’ Theorem 4-4. Risks and Odds 4-5. Rates of Mortality, Fertility, and Morbidity 4-6. Counting 5. Discrete Probability Distributions 5-1. Probability Distributions 5-2. Binomial Probability Distributions 5-3. Poisson Probability Distributions 6. Normal Probability Distributions 6-1. The Standard Normal Distribution 6-2. Real Applications of Normal Distributions 6-3. Sampling Distributions and Estimators 6-4. The Central Limit Theorem 6-5. Assessing Normality 6-6. Normal as Approximation to Binomial 7. Estimating Parameters and Determining Sample Sizes 7-1. Estimating a Population Proportion 7-2. Estimating a Population Mean 7-3. Estimating a Population Standard Deviation or Variance 7-4. Bootstrapping: Using Technology for Estimates 8. Hypothesis Testing 8-1. Basics of Hypothesis Testing 8-2. Testing a Claim About a Proportion 8-3. Testing a Claim About a Mean 8-4. Testing a Claim About a Standard Deviation or Variance 9. Inferences from Two Samples 9-1. Two Proportions 9-2. Two Means: Independent Samples 9-3. Two Dependent Samples (Matched Pairs) 9-4. Two Variances or Standard Deviations 10. Correlation and Regression 10-1. Correlation 10-2. Regression 10-3. Prediction Intervals and Variation 10-4. Multiple Regression 10-5. Dummy Variables and Logistic Regression 11. Goodness-of-Fit and Contingency Tables 11-1. Goodness-of-Fit 11-2. Contingency Tables 12. Analysis of Variance 12-1. One-Way ANOVA 12-2. Two-Way ANOVA 13. Nonparametric Tests 13-1. Basics of Nonparametric Tests 13-2. Sign Test 13-3. Wilcoxon Signed-Ranks Test for Matched Pairs 13-4. Wilcoxon Rank-Sum Test for Two Independent Samples 13-5. Kruskal-Wallis Test for Three or More Samples 13-6. Rank Correlation 14. Survival Analysis 14-1. Life Tables 14-2. Kaplan-Meier Survival Analysis Appendix A: Tables Appendix B: Data Sets Appendix C: Websites and Bibliography of Books Appendix D: Answers to Odd-Numbered Section Exercises, plus Answers to All Chapter Quick Quizzes, Chapter Review Exercises, and Cumulative Review Exercises Credits Index Back Cover