Medical Statistics and Computer Experiments
Subtitle: editor, Ji-Qian Fang, Sun Yat-Sen University, P. R. China, with Yongyong Xu, Fourth Military Medical, University P. R. China, Songlin Yu, Huazhong University of Science and Technology, P. R. China.
By: authored by Ji-Qian Fang
Edition: Second Edition
Publisher: World Scientific Publishing Co Pte Ltd
Published: 2014
Place of publication: New Jersey, USA
Language: eng
Format: Paperback; Hardcover
Number of pages: 1020
ISBN-13: 9789814566773
Copyright date: ©2014
Subjects: Medical statistics; Medicine, research
Other titles: Yīxué tǒngjì yǔ jìsuànjī shíyàn
First sentence: Statistical analyses in practice usually include two parts: statistical description and statistical inference.
Description: The Chinese version of this book has been recommended as a textbook of statistics for postgraduate program by the Office of Education Research, Ministry of Education, People's Republic of China.
Notes: Includes bibliographical references.
Table of contents: title: - pt. I. Basic concepts.; title: - ch. 1. Descriptive statistics; title: - ch. 2. Probability and distribution; title: - ch. 3. Sampling error and confidence interval; title: - ch. 4. Hypothesis testing for continuous variables; title: - ch. 5. Chi-Square test for categorical variable; title: - ch. 6. Further discussion on hypothesis test; title: - ch. 7. Single-factor analysis of variance; title: - ch. 8. Nonparametric test based on ranks; title: - ch. 9. Simple linear correlation; title: - ch. 10. Simple linear regression; title: - ch. 11. Statistical principles for design of interventional study; title: - pt. II. Multi-variate statistics.; title: - ch. 12. Multiple regression and correlation; title: - ch. 13. Measures of multi-variate data and multi-variate analysis of variance; title: - ch. 14. Discriminant analysis; title: - ch. 15. Logistic regression; title: - ch. 16. Cluster analysis; title: - ch. 17. Principal component analysis; title: - ch. 18. Factor analysis; title: - ch. 19. Canonical correlation and correspondence analysis; title: - ch. 20. Survival analysis; title: - ch. 21. Log-linear model for contingency table and Poisson regression; title: - pt. III. Design and analysis for medical research; title: - ch. 22. Multi-factor analysis of variance; title: - ch. 23. Analysis of repeated continuous-type measurements; title: - ch. 24. Design and analysis of cross-sectional studies; title: - ch. 25. Design and analysis of prospective studies; title: - ch. 26. Designs and analysis of case-control studies; title: - ch. 27. Design and analysis of diagnostic and screening tests; title: - ch. 28. Design and analysis of sequential experiments; title: - ch. 29. Systematic review of medical research and meta-analysis; title: - ch. 30. Comparative effectiveness research; title: - ch. 31. Statistical methods in scale development; title: - ch. 32. Statistical methods for data from genetic epidemiological study; title: - ch. 33. Statistical methods in bioinformatics; title: - Appendix I. Introduction to the Statistical Analysis System (SAS)*; title: - Appendix II. Statistical Tables; title: - Appendix III. Datasets of Some Real Medical Examples; title: - Appendix IV. Answers to Exercises*; title: - Appendix V. SAS Programs and Data*