Medical statistics and computer experiments:
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New Jersey
World Scientific
2014
|
| Edition: | 2nd edition |
| Subjects: | |
| Online Access: | FAW01 FAW02 |
| Item Description: | Print version record |
| Physical Description: | 1 online resource |
| ISBN: | 9789814566780 9814566780 9789814566773 9814566772 |
Staff View
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| 245 | 1 | 0 | |a Medical statistics and computer experiments |c [edited by] Ji-Qian Fang, Sun Yat-Sen University, China |
| 250 | |a 2nd edition | ||
| 264 | 1 | |a New Jersey |b World Scientific |c 2014 | |
| 300 | |a 1 online resource | ||
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| 505 | 8 | |a pt. I. Basic concepts. ch. 1. Descriptive statistics -- ch. 2. Probability and distribution -- ch. 3. Sampling error and confidence interval -- ch. 4. Hypothesis testing for continuous variables -- ch. 6. Further discussion on hypothesis test -- ch. 7. Single-factor analysis of variance -- ch. 8. Nonparametric test based on ranks -- ch. 9. Simple linear correlation -- ch. 10. Simple linear regression -- ch. 11. Statistical principles for design of interventional study -- pt. II. Multi-variate statistics. ch. 12. Multiple regression and correlation -- ch. 13. Measures of multi-variate data and multi-variate analysis of variance -- ch. 14. Discriminant analysis -- ch. 15. Logistic regression -- ch. 16. Cluster analysis -- ch. 17. Principal component analysis -- ch. 18. Factor analysis -- ch. 19. Canonical correlation and correspondence analysis -- ch. 20. Survival analysis -- ch. 21. Log-linear model for contingency table and Poisson regression -- pt. III. Design and analysis for medical research ch. 22. Multi-factor analysis of variance -- ch. 23. Analysis of repeated continuous-type measurements -- ch. 24. Design and analysis of cross-sectional studies -- ch. 25. Design and analysis of prospective studies -- ch. 26. Designs and analysis of case-control studies -- ch. 27. Design and analysis of diagnostic and screening tests -- ch. 28. Design and analysis of sequential experiments -- ch. 29. Systematic review of medical research and meta-analysis -- ch. 30. Comparative effectiveness research -- ch. 31. Statistical methods in scale development -- ch. 32. Statistical methods for data from genetic epidemiological study -- ch. 33. Statistical methods in bioinformatics | |
| 505 | 8 | |a This volume consists of three parts: Part I comprises 11 chapters on the basic concepts of statistics, Part II consists of 10 chapters on multivariate statistics and Part III contains 12 chapters on design and analysis for medical research. The book is written using basic concepts and commonly used methods of design and analysis in medical statistics, incorporating the operation of statistical package SAS and 100 computer experiments for the important statistical phenomena related to each chapter. All necessary data, including reference answers for the exercises, SAS programs for all computer experiments and part of the examples, and data documents for 12 medical researches are available. 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 | |
| 650 | 4 | |a Estadística mèdica | |
| 650 | 4 | |a Medicina / Investigació | |
| 650 | 4 | |a Medicina / Investigació / Simulació per ordinador | |
| 650 | 7 | |a HEALTH & FITNESS / Holism |2 bisacsh | |
| 650 | 7 | |a HEALTH & FITNESS / Reference |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Alternative Medicine |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Atlases |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Essays |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Family & General Practice |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Holistic Medicine |2 bisacsh | |
| 650 | 7 | |a MEDICAL / Osteopathy |2 bisacsh | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Medizin | |
| 650 | 4 | |a Medical statistics |a Medicine |x Research |x Statistical methods |a Medicine |x Research |x Data processing |a Medicine |x Research |x Computer simulation | |
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| contents | pt. I. Basic concepts. ch. 1. Descriptive statistics -- ch. 2. Probability and distribution -- ch. 3. Sampling error and confidence interval -- ch. 4. Hypothesis testing for continuous variables -- ch. 6. Further discussion on hypothesis test -- ch. 7. Single-factor analysis of variance -- ch. 8. Nonparametric test based on ranks -- ch. 9. Simple linear correlation -- ch. 10. Simple linear regression -- ch. 11. Statistical principles for design of interventional study -- pt. II. Multi-variate statistics. ch. 12. Multiple regression and correlation -- ch. 13. Measures of multi-variate data and multi-variate analysis of variance -- ch. 14. Discriminant analysis -- ch. 15. Logistic regression -- ch. 16. Cluster analysis -- ch. 17. Principal component analysis -- ch. 18. Factor analysis -- ch. 19. Canonical correlation and correspondence analysis -- ch. 20. Survival analysis -- ch. 21. Log-linear model for contingency table and Poisson regression -- pt. III. Design and analysis for medical research ch. 22. Multi-factor analysis of variance -- ch. 23. Analysis of repeated continuous-type measurements -- ch. 24. Design and analysis of cross-sectional studies -- ch. 25. Design and analysis of prospective studies -- ch. 26. Designs and analysis of case-control studies -- ch. 27. Design and analysis of diagnostic and screening tests -- ch. 28. Design and analysis of sequential experiments -- ch. 29. Systematic review of medical research and meta-analysis -- ch. 30. Comparative effectiveness research -- ch. 31. Statistical methods in scale development -- ch. 32. Statistical methods for data from genetic epidemiological study -- ch. 33. Statistical methods in bioinformatics This volume consists of three parts: Part I comprises 11 chapters on the basic concepts of statistics, Part II consists of 10 chapters on multivariate statistics and Part III contains 12 chapters on design and analysis for medical research. The book is written using basic concepts and commonly used methods of design and analysis in medical statistics, incorporating the operation of statistical package SAS and 100 computer experiments for the important statistical phenomena related to each chapter. All necessary data, including reference answers for the exercises, SAS programs for all computer experiments and part of the examples, and data documents for 12 medical researches are available. 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 |
| ctrlnum | (ZDB-4-EBA)ocn890146649 (OCoLC)890146649 (DE-599)BVBBV043782648 |
| dewey-full | 610.72/7 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 610 - Medicine and health |
| dewey-raw | 610.72/7 |
| dewey-search | 610.72/7 |
| dewey-sort | 3610.72 17 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| edition | 2nd edition |
| format | Electronic eBook |
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I. Basic concepts. ch. 1. Descriptive statistics -- ch. 2. Probability and distribution -- ch. 3. Sampling error and confidence interval -- ch. 4. Hypothesis testing for continuous variables -- ch. 6. Further discussion on hypothesis test -- ch. 7. Single-factor analysis of variance -- ch. 8. Nonparametric test based on ranks -- ch. 9. Simple linear correlation -- ch. 10. Simple linear regression -- ch. 11. Statistical principles for design of interventional study -- pt. II. Multi-variate statistics. ch. 12. Multiple regression and correlation -- ch. 13. Measures of multi-variate data and multi-variate analysis of variance -- ch. 14. Discriminant analysis -- ch. 15. Logistic regression -- ch. 16. Cluster analysis -- ch. 17. Principal component analysis -- ch. 18. Factor analysis -- ch. 19. Canonical correlation and correspondence analysis -- ch. 20. Survival analysis -- ch. 21. Log-linear model for contingency table and Poisson regression -- pt. III. Design and analysis for medical research ch. 22. Multi-factor analysis of variance -- ch. 23. Analysis of repeated continuous-type measurements -- ch. 24. Design and analysis of cross-sectional studies -- ch. 25. Design and analysis of prospective studies -- ch. 26. Designs and analysis of case-control studies -- ch. 27. Design and analysis of diagnostic and screening tests -- ch. 28. Design and analysis of sequential experiments -- ch. 29. Systematic review of medical research and meta-analysis -- ch. 30. Comparative effectiveness research -- ch. 31. Statistical methods in scale development -- ch. 32. Statistical methods for data from genetic epidemiological study -- ch. 33. 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| id | DE-604.BV043782648 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:34:59Z |
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| isbn | 9789814566780 9814566780 9789814566773 9814566772 |
| language | English |
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| spelling | Medical statistics and computer experiments [edited by] Ji-Qian Fang, Sun Yat-Sen University, China 2nd edition New Jersey World Scientific 2014 1 online resource txt rdacontent c rdamedia cr rdacarrier Print version record pt. I. Basic concepts. ch. 1. Descriptive statistics -- ch. 2. Probability and distribution -- ch. 3. Sampling error and confidence interval -- ch. 4. Hypothesis testing for continuous variables -- ch. 6. Further discussion on hypothesis test -- ch. 7. Single-factor analysis of variance -- ch. 8. Nonparametric test based on ranks -- ch. 9. Simple linear correlation -- ch. 10. Simple linear regression -- ch. 11. Statistical principles for design of interventional study -- pt. II. Multi-variate statistics. ch. 12. Multiple regression and correlation -- ch. 13. Measures of multi-variate data and multi-variate analysis of variance -- ch. 14. Discriminant analysis -- ch. 15. Logistic regression -- ch. 16. Cluster analysis -- ch. 17. Principal component analysis -- ch. 18. Factor analysis -- ch. 19. Canonical correlation and correspondence analysis -- ch. 20. Survival analysis -- ch. 21. Log-linear model for contingency table and Poisson regression -- pt. III. Design and analysis for medical research ch. 22. Multi-factor analysis of variance -- ch. 23. Analysis of repeated continuous-type measurements -- ch. 24. Design and analysis of cross-sectional studies -- ch. 25. Design and analysis of prospective studies -- ch. 26. Designs and analysis of case-control studies -- ch. 27. Design and analysis of diagnostic and screening tests -- ch. 28. Design and analysis of sequential experiments -- ch. 29. Systematic review of medical research and meta-analysis -- ch. 30. Comparative effectiveness research -- ch. 31. Statistical methods in scale development -- ch. 32. Statistical methods for data from genetic epidemiological study -- ch. 33. Statistical methods in bioinformatics This volume consists of three parts: Part I comprises 11 chapters on the basic concepts of statistics, Part II consists of 10 chapters on multivariate statistics and Part III contains 12 chapters on design and analysis for medical research. The book is written using basic concepts and commonly used methods of design and analysis in medical statistics, incorporating the operation of statistical package SAS and 100 computer experiments for the important statistical phenomena related to each chapter. All necessary data, including reference answers for the exercises, SAS programs for all computer experiments and part of the examples, and data documents for 12 medical researches are available. 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 Estadística mèdica Medicina / Investigació Medicina / Investigació / Simulació per ordinador HEALTH & FITNESS / Holism bisacsh HEALTH & FITNESS / Reference bisacsh MEDICAL / Alternative Medicine bisacsh MEDICAL / Atlases bisacsh MEDICAL / Essays bisacsh MEDICAL / Family & General Practice bisacsh MEDICAL / Holistic Medicine bisacsh MEDICAL / Osteopathy bisacsh Datenverarbeitung Medizin Medical statistics Medicine Research Statistical methods Medicine Research Data processing Medicine Research Computer simulation Fang, Ji-Qian 1939- edt Erscheint auch als Druck-Ausgabe Medical statistics and computer experiments |
| spellingShingle | Medical statistics and computer experiments pt. I. Basic concepts. ch. 1. Descriptive statistics -- ch. 2. Probability and distribution -- ch. 3. Sampling error and confidence interval -- ch. 4. Hypothesis testing for continuous variables -- ch. 6. Further discussion on hypothesis test -- ch. 7. Single-factor analysis of variance -- ch. 8. Nonparametric test based on ranks -- ch. 9. Simple linear correlation -- ch. 10. Simple linear regression -- ch. 11. Statistical principles for design of interventional study -- pt. II. Multi-variate statistics. ch. 12. Multiple regression and correlation -- ch. 13. Measures of multi-variate data and multi-variate analysis of variance -- ch. 14. Discriminant analysis -- ch. 15. Logistic regression -- ch. 16. Cluster analysis -- ch. 17. Principal component analysis -- ch. 18. Factor analysis -- ch. 19. Canonical correlation and correspondence analysis -- ch. 20. Survival analysis -- ch. 21. Log-linear model for contingency table and Poisson regression -- pt. III. Design and analysis for medical research ch. 22. Multi-factor analysis of variance -- ch. 23. Analysis of repeated continuous-type measurements -- ch. 24. Design and analysis of cross-sectional studies -- ch. 25. Design and analysis of prospective studies -- ch. 26. Designs and analysis of case-control studies -- ch. 27. Design and analysis of diagnostic and screening tests -- ch. 28. Design and analysis of sequential experiments -- ch. 29. Systematic review of medical research and meta-analysis -- ch. 30. Comparative effectiveness research -- ch. 31. Statistical methods in scale development -- ch. 32. Statistical methods for data from genetic epidemiological study -- ch. 33. Statistical methods in bioinformatics This volume consists of three parts: Part I comprises 11 chapters on the basic concepts of statistics, Part II consists of 10 chapters on multivariate statistics and Part III contains 12 chapters on design and analysis for medical research. The book is written using basic concepts and commonly used methods of design and analysis in medical statistics, incorporating the operation of statistical package SAS and 100 computer experiments for the important statistical phenomena related to each chapter. All necessary data, including reference answers for the exercises, SAS programs for all computer experiments and part of the examples, and data documents for 12 medical researches are available. 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 Estadística mèdica Medicina / Investigació Medicina / Investigació / Simulació per ordinador HEALTH & FITNESS / Holism bisacsh HEALTH & FITNESS / Reference bisacsh MEDICAL / Alternative Medicine bisacsh MEDICAL / Atlases bisacsh MEDICAL / Essays bisacsh MEDICAL / Family & General Practice bisacsh MEDICAL / Holistic Medicine bisacsh MEDICAL / Osteopathy bisacsh Datenverarbeitung Medizin Medical statistics Medicine Research Statistical methods Medicine Research Data processing Medicine Research Computer simulation |
| title | Medical statistics and computer experiments |
| title_auth | Medical statistics and computer experiments |
| title_exact_search | Medical statistics and computer experiments |
| title_full | Medical statistics and computer experiments [edited by] Ji-Qian Fang, Sun Yat-Sen University, China |
| title_fullStr | Medical statistics and computer experiments [edited by] Ji-Qian Fang, Sun Yat-Sen University, China |
| title_full_unstemmed | Medical statistics and computer experiments [edited by] Ji-Qian Fang, Sun Yat-Sen University, China |
| title_short | Medical statistics and computer experiments |
| title_sort | medical statistics and computer experiments |
| topic | Estadística mèdica Medicina / Investigació Medicina / Investigació / Simulació per ordinador HEALTH & FITNESS / Holism bisacsh HEALTH & FITNESS / Reference bisacsh MEDICAL / Alternative Medicine bisacsh MEDICAL / Atlases bisacsh MEDICAL / Essays bisacsh MEDICAL / Family & General Practice bisacsh MEDICAL / Holistic Medicine bisacsh MEDICAL / Osteopathy bisacsh Datenverarbeitung Medizin Medical statistics Medicine Research Statistical methods Medicine Research Data processing Medicine Research Computer simulation |
| topic_facet | Estadística mèdica Medicina / Investigació Medicina / Investigació / Simulació per ordinador HEALTH & FITNESS / Holism HEALTH & FITNESS / Reference MEDICAL / Alternative Medicine MEDICAL / Atlases MEDICAL / Essays MEDICAL / Family & General Practice MEDICAL / Holistic Medicine MEDICAL / Osteopathy Datenverarbeitung Medizin Medical statistics Medicine Research Statistical methods Medicine Research Data processing Medicine Research Computer simulation |
| work_keys_str_mv | AT fangjiqian medicalstatisticsandcomputerexperiments |