Biostatistics: The Bare Essentials

책 이미지

eBook 미리보기

책 정보

· 제목 : Biostatistics: The Bare Essentials (Paperback, 4)
· 분류 : 외국도서 > 의학 > 생물통계학
· ISBN : 9781607951780
· 쪽수 : 422쪽
· 출판일 : 2014-06-01

Section the First: The Nature of Data and Statistics
1. The Basics
2. Looking at the Data: A First look at Graphing Data
3. Describing the Data with Numbers: Measures of Central Tendency and Dispersion
4. The Normal Distribution
5. Probability
6. Elements of Statistical Inference
Section the Second: Analysis of Variance
7. Comparing Two Groups: The t-Test
8. More than Two Groups: One-Way ANOVA
9. Factorial ANOVA
10. Two Repeated Observations: The Paired t-Test and Alternatives
11. Repeated-Measures ANOVA
12. Multivariate ANOVA (MANOVA)
Section the Third: Regression and Correlation
13. Simple Regression and Correlation
14. Multiple Regression
15. Logistic Regression
16. Advanced Topics in Regression and ANOVA
17. Measuring Change
18. Analysis of Longitudinal Data: Hierarchical Linear Models
19. Principal Components and Factor Analysis: Fooling Around with Factors
20. Path Analysis and Structural Equation Modeling
Section the Fourth: Nonparametric Statistics
21. Tests of Significance for Categorical Frequency Data
22. Measures of Association for Categorical Data
23. Tests of Significance for Ranked Data
24. Measures of Association for Ranked Data
25. Life-Table (Survival) Analysis
26. Measures of Impact
Section the Fifth: Reprise
27. Equivalence and Non-Inferiority Testing
28. Screwups, Oddballs, and other Vagaries of Science Locating Outliers, Handling Missing Data, and Transformations
29. Putting It All Together
30. Getting Started with SPSS
Test Yourself (Being a Compendium of Questions and Answers)
Answers to Chapter Exercises
References and Further Reading
Unabashed Glossary
Appendices
Index