Basic statistics and epidemiology : a practical guide

著者

書誌事項

Basic statistics and epidemiology : a practical guide

Antony Stewart

CRC Press, 2022

5th ed

  • : hardcover

大学図書館所蔵 件 / 全1件

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注記

Previous ed.: 2016

Includes bibliographical references (p. 187-190) and index

内容説明・目次

内容説明

Provides an excellent grounding in the basics of both statistics and epidemiology. Full step-by-step guidance on performing statistical calculations. Numerous examples and exercises with detailed answers to help readers navigate these complex subjects with ease and confidence. Enables students and practitioners to make sense of the many research studies that underpin evidence-based practice. Fully revised and updated for this fifth edition, now with additional exercises and question and answers online for self-testing.

目次

1. What Are Statistics? 2. Populations and Samples. 3. Random Sampling. 4. Presenting Data. 5. Frequencies, Percentages, Proportions and Rates. 6. Types of Data. 7. Mean, Median and Mode. 8. Centiles. 9. Standard Deviation. 10. Standard Error. 11. Normal Distribution. 12. Confidence Intervals. 13. Probability. 14. Hypothesis Tests and P-Values. 15. The t-Tests. 16.Data Checking. 17. Parametric and Non-Parametric Tests. 18. Correlation and Linear Regression. 19. Analysis of Variance and Some Other Types of Regression. 20. Chi-Squared Test. 21. Statistical Power and Sample Size. 22. Effect Size. 23. What Is Epidemiology? 24. Bias and Confounding. 25. Measuring Disease Frequency. 26. Measuring Association in Epidemiology. 27. Cross-sectional studies. 28. Questionnaires. 29. Cohort Studies. 30. Case-Control Studies. 31. Randomised Controlled Trials. 32. Screening. 33.Evidence-Based Healthcare. Glossary of Terms. Appendix 1-Statistical Tables. Appendix 2-Exercises. Appendix 3-Answers to Exercises. References. Index.

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