Copula based prediction models: An application to an aortic regurgitation study

BMC Medical Research Methodology

Volumn 7, Issue , 2007, Pages

  Kumar, Pranesh ^a,b   Shoukri, Mohamed M ^a,c  

^a KING FAISAL SPECIALIST HOSPITAL AND RESEARCH CENTER   (Saudi Arabia)

^b UNIVERSITY OF NORTHERN BRITISH COLUMBIA   (Canada)

^c WESTERN UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; AGED; ALGORITHM; AORTA VALVE REGURGITATION; ARTICLE; BOOTSTRAPPING; CLINICAL ARTICLE; CONFIDENCE INTERVAL; COPULA BASED PREDICTION MODEL; CORRELATION ANALYSIS; CORRELATION COEFFICIENT; DATA ANALYSIS; FEMALE; HEART EJECTION FRACTION; HEART VALVE REPLACEMENT; HUMAN; MALE; MONTE CARLO METHOD; MULTIVARIATE LOGISTIC REGRESSION ANALYSIS; POSTOPERATIVE PERIOD; PREDICTION; PREOPERATIVE PERIOD; STATISTICAL MODEL; AORTOGRAPHY; COMPUTER SIMULATION; DOPPLER ECHOCARDIOGRAPHY; HEART STROKE VOLUME; MIDDLE AGED; MULTIVARIATE ANALYSIS; PROGNOSIS;

ADOLESCENT; ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; AORTIC VALVE INSUFFICIENCY; AORTOGRAPHY; COMPUTER SIMULATION; ECHOCARDIOGRAPHY, DOPPLER, COLOR; FEMALE; HUMANS; MALE; MIDDLE AGED; MONTE CARLO METHOD; MULTIVARIATE ANALYSIS; PROGNOSIS; STROKE VOLUME;

EID: 34547110388     PISSN: None     EISSN: 14712288     Source Type: Journal    
DOI: 10.1186/1471-2288-7-21     Document Type: Article

References (19)

1. Cancer Risk Prediction Models: A Workshop on Development, Evaluation, and Application. AN Freedman D Seminara MH Gail P Hartge GA Colditz R Ballard-Barbash RM Pfeiffer, Journal of the National Cancer Institute 2005 97 10 715 723 15900041
2. Correlation and dependence in risk management: properties and pitfalls. P Embrechts AJ Mcneil D Straumann, Risk Management: Value at Risk and Beyond Cambridge University Press, Dempster M, Moffatt HK, 1999
3. Understanding relationships using copulas. EW Frees E Valdez, North American Actuarial Journal 1998 2 1 25
4. On nonparametric measures of dependence for random variables. B Schweizer EF Wolff, Annals of Statistics 1981 9 879 885
5. Functions de repartition a n dimensions et leurs merges. A Sklar, Publ Inst Statist Univ Paris 1959 8 229 231
6. An Introduction to Copulas. RB Nelson, Springer-Verlag New York, Inc 1999
7. Statistical inference procedures for bivariate Archimedean copulas. C Genest L Rivest, Journal of the American Statistical Association 1993 88 1034 1043 10.2307/2290796
8. Parametric families of multivariate distributions with given marginals. H Joe, Journal of Multivariate Analysis 2005 46 262 282 10.1006/jmva.1993.1061
9. Paired observations from a survival distribution. AJ Gross CF Lam, Biometrics 1981 37 505 511 10.2307/2530563
10. Families of multivariate distributions. AW Marshall I Olkin, Journal of the American Statistical Association 1988 83 834 841 10.2307/2289314
11. Biostatistics- A Methodology for the Health Sciences. LD Fisher G van Belle, John Wiley & Sons, Inc 1993 410 411
12. Thirty years of copulas. B Schweizer, Advances in Probability Distributions with Given Marginals Kluwer Academic Publishers, Dall'Aglio G, Kotz S, Salinetti G, 1991 13 50
13. Which Archimedean copula is the right one? MR Melchiori, Yield Curve 2003 37 1 20
14. Financial Risk Management. http://www.riskglossary.com/papers/Copula.zip
15. A concordance correlation coefficient to evaluate reproducibility. LI Lin, Biometrics 1989 45 255 268 10.2307/2532051 2720055
16. Bivariate exponential distributions. EJ Gumbel, Journal of the American Statistical Association 1960 55 698 707 10.2307/2281591
17. Distributions des valeurs extremes en plusiers dimensions. EJ Gumbel, Publ Inst Statist Univ Paris 1960 9 171 173
18. A model for association in bivariate life tables and its applications in epidemiological studies of familial tendency in chronic disease incidence. DG Clayton, Biometrika 1978 65 141 151 10.1093/biomet/65.1.141
19. On the simultaneous associativity of F(x, y) and x + y -F(x, y). MJ Frank, Aequationes Math 1979 19 194 226 10.1007/BF02189866