Medical statistics and computer experiments /:
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...
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| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New Jersey :
World Scientific,
2014.
|
| Ausgabe: | 2nd edition. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9789814566780 9814566780 |
Internformat
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| 245 | 0 | 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. | |
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| 504 | |a Includes bibliographical references and index. | ||
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| 505 | 0 | |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. | |
| 520 | |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. | ||
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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. |
| ctrlnum | (OCoLC)890146649 |
| 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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| indexdate | 2024-10-25T16:22:13Z |
| institution | BVB |
| isbn | 9789814566780 9814566780 |
| language | English |
| oclc_num | 890146649 |
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| publisher | World Scientific, |
| record_format | marc |
| 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 text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. 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. Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Medicine Research Statistical methods. Medicine Research Data processing. Medicine Research Computer simulation. Médecine Recherche Méthodes statistiques. Médecine Recherche Informatique. Médecine Recherche Simulation par ordinateur. 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 Medical statistics fast Medicine Research Data processing fast Medicine Research Statistical methods fast Llibres electrònics. Fang, Ji-Qian, 1939- editor. https://id.oclc.org/worldcat/entity/E39PCjHYjXcjgCYh8yB4JprxMq http://id.loc.gov/authorities/names/no2004013111 Print version: Medical statistics and computer experiments. 2nd edition 9789814566773 (DLC) 2013041200 (OCoLC)861211058 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=839642 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=839642 Volltext |
| 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. Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Medicine Research Statistical methods. Medicine Research Data processing. Medicine Research Computer simulation. Médecine Recherche Méthodes statistiques. Médecine Recherche Informatique. Médecine Recherche Simulation par ordinateur. 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 Medical statistics fast Medicine Research Data processing fast Medicine Research Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85083031 |
| 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 | Medical statistics. http://id.loc.gov/authorities/subjects/sh85083031 Medicine Research Statistical methods. Medicine Research Data processing. Medicine Research Computer simulation. Médecine Recherche Méthodes statistiques. Médecine Recherche Informatique. Médecine Recherche Simulation par ordinateur. 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 Medical statistics fast Medicine Research Data processing fast Medicine Research Statistical methods fast |
| topic_facet | Medical statistics. Medicine Research Statistical methods. Medicine Research Data processing. Medicine Research Computer simulation. Médecine Recherche Méthodes statistiques. Médecine Recherche Informatique. Médecine Recherche Simulation par ordinateur. HEALTH & FITNESS Holism. HEALTH & FITNESS Reference. MEDICAL Alternative Medicine. MEDICAL Atlases. MEDICAL Essays. MEDICAL Family & General Practice. MEDICAL Holistic Medicine. MEDICAL Osteopathy. Medical statistics Medicine Research Data processing Medicine Research Statistical methods Llibres electrònics. |
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| work_keys_str_mv | AT fangjiqian medicalstatisticsandcomputerexperiments |