A. BASIC ASPECTS OF STATISTICS 1. Basic Concepts 2. Statistical Use And Misuse 3. Some Practical Aspects 4. Exploratory and Descriptive Analysis 5. Basic Probability B. CONTINUOUS DISTRIBUTIONS 6. Normal Distribution 7. Statistical Inference: Confidence Limits And The Central Limit Theorem 8. Other Continuous Distributions 9. Outliers And Extreme Values C. HYPOTHESIS TESTING 10. Hypothesis testing: The Null Hypothesis, Significance and Type I error 11. Hypothesis Testing: Sample Size, Effect Size, Power, Type II Errors D. DISCRETE AND CATEGORICAL DISTRIBUTIONS 12. Permutations and combinations 13. Hypergeometric Distribution 14. Categorical And Cross-Classified Data: Goodness Of Fit And Association 15. Categorical And Cross-Classified Data: McNemar’s Test, Kolmogorov-Smirnov Tests, Concordance 16. Binomial and Multinomial Distributions 17. Proportions 18. Poisson Distribution 19. Negative Binomial Distribution E. PROBABILITY IN EPIDEMIOLOGY AND MEDICAL DIAGNOSIS 20. Some Epidemiological Considerations: Odds Ratio, Relative Risk, And Attributable Risk 21. Probability, Bayes Theorem, Medical Diagnostic Evaluation, and Screening F. COMPARING MEANS 22: Comparison Of Two Groups: T Tests And Non-Parametric Tests 23. t Test Variants: Cross-over Tests, Equivalence Tests 24. Multiple Comparisons 25. Analysis Of Variance. I. One-Way 26. Analysis Of Variance. II. More Complex Forms G. REGRESSION AND CORRELATION 27. Linear Regression 28. Variations based on linear regression 29. Correlation 30. Multiple Regression 31. Serial measurements: time series, control charts, cusums 32. Dose-Response Analysis 33. Logistic Regression 34. Poisson Regression H. MISCELLANEOUS TOPICS 35. Survival Analysis 36. Meta-Analysis 37. Resampling Statistics 38. Study Design: Sampling, Clinical Trials Answers to problems Glossary Index
OBNB doesn't sell books, but you may be able to find a copy at one of these websites:
Biostatistics for medical and biomedical practitioners by Julien I. E. Hoffman. ISBN 9780128026076. Published by Academic Press in 2015. Publication and catalogue information, links to buy online and reader comments.
