Comparing costs associated with risk stratification rules for t-year survival

Biostatistics

Volumn 12, Issue 4, 2011, Pages 597-609

  Cai, Tianxi ^a   Tian, Lu ^b   Lloyd Jones, Donald M ^c  

^a HARVARD UNIVERSITY   (United States)

^b STANFORD UNIVERSITY   (United States)

^c NORTHWESTERN UNIVERSITY   (United States)

Author keywords

Disease prognosis; Optimal risk stratification; Risk prediction

Indexed keywords

ARTICLE; BIOSTATISTICS; COMPARATIVE STUDY; CORONARY ARTERY DISEASE; COST; COST BENEFIT ANALYSIS; ECONOMICS; EVALUATION; HUMAN; MORTALITY; RISK ASSESSMENT; RISK FACTOR; STATISTICAL MODEL; STATISTICS; TIME;

BIOSTATISTICS; CORONARY DISEASE; COST-BENEFIT ANALYSIS; COSTS AND COST ANALYSIS; HUMANS; MODELS, STATISTICAL; RISK ASSESSMENT; RISK FACTORS; TIME FACTORS;

EID: 80052773972     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxr001     Document Type: Article

References (21)

1. ANDERSON, K. M., ODELL, P. M, WILSON, P. W. AND KANNEL, W. B. (1991). Cardiovascular disease risk profiles. American Heart Journal 121, 293-298.
2. BLOCH, D. A. AND SILVERMAN, B. W. (1997). Monotone discriminant functions and their applications in rheumatology. Journal of the American Statistical Association 92, 144-153.
3. CANTOR, S. B., SUN, C., TORTOLERO-LUNA, G., RICHARDS-KORTUM, R. AND FOLLEN, M. (1999). A comparison of c/b ratios from studies using receiver operating characteristic curve analysis. Journal of Clinical Epidemiology 52, 885-892. (Pubitemid 29385602)
4. CHENG, S., WEI, L. J, AND YING, Z. (1995). Analysis of transformation models with censored data. Biometrika 82, 835-845.
5. COOK, N. R. (2007). Use and misuse of the receiver operating characteristic curve in risk prediction. Circulation 115, 928.
6. COOK, N. R., BURING, J. E. AND RIDKER, P. M. (2006). The effect of including c-reactive protein in cardiovascular risk prediction models for women. Annals of Internal Medicine 145, 21-29. (Pubitemid 46780601)
7. FRIED, L. P., BORHANI, N. O., ENRIGHT, P., FURBERG, C. D., GARDIN, J. M., KRONMAL, R. A., KULLER, L. H., MANOLIO, T. A., MITTELMARK, M. B., NEWMAN, A. and others (1991). The cardiovascular health study: design and rationale. Annals of Epidemiology 1, 263-276.
8. FRIEDMAN, J. AND TIBSHIRANI, R. (1984). The monotone smoothing of scatterplots. Technometrics 26, 243-250.
9. GAIL, M. AND PFEIFFER, R. (2005). On criteria for evaluating models of absolute risk. Biostatistics 6, 227-239. (Pubitemid 41240355)
10. HALL, P. AND HUANG, L.-S. (2001). Nonparametric kernel regression subject to monotonicity constraints. The Annals of Statistics 29, 624-647.
11. MOSCA, L., APPEL, L. J., BENJAMIN, E. J., BERRA, K., CHANDRA-STROBOS, N., FABUNMI, R. P., GRADY, D., HAAN, C. K., HAYES, S. N., JUDELSON, D. R. and others (2004). Evidence-based guidelines for cardiovascular disease prevention in women. Circulation 109, 672-693. (Pubitemid 38198877)
12. MOSCA, L., BANKA, C. L., BENJAMIN, E. J., BERRA, K., BUSHNELL, C., DOLOR, R. J., GANIATS, T. G.,GOMES, A. S., GORNIK, H. L., GRACIA, C., and others FOR THE EXPERT PANEL/WRITING GROUP (2007). Evidence-based guidelines for cardiovascular disease prevention in women: 2007 update. Circulation 115, 1481-1501. (Pubitemid 46648385)
13. OBUCHOWSKI, N. (2003). Receiver operating characteristic curves and their use in radiology. Radiology 229, 3-8. (Pubitemid 37152094)
14. PENCINA, M., D'AGOSTINO, R., D'AGOSTINO, R. AND VASAN, R. (2008). Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Statistics in Medicine 27, 157-172. (Pubitemid 351193639)
15. PEPE, M. S. (2003). The Statistical Evaluation of Medical Tests for Classification and Prediction. Oxford, UK: Oxford University Press.
16. PEPE, M. S., FENG, Z., HUANG, Y., LONGTON, G., PRENTICE, R., THOMPSON, I. M. AND ZHENG, Y. (2008). Integrating the predictiveness of a marker with its performance as a classifier. American Journal of Epidemiology 167, 362.
17. TIAN, L., CAI, T., GEOTGHEBEUR, E. AND WEI, L. J. (2007). Model evaluation based on the sampling distribution of estimated absolute prediction error. Biometrika 94, 297-311. (Pubitemid 47351562)
18. TIBSHIRANI, R. AND HASTIE, T. (1987). Local likelihood estimation. Journal of American Statistical Association 82, 559-567.
19. UNO, H., CAI, T., TIAN, L. AND WEI, L. J. (2007). Evaluating prediction rules for t-year survivors with censored regression models. Journal of American Statistical Association 102, 527-537.
20. WILSON, P. W. F., D'AGOSTINO, R. B., LEVY, D., BELANGER, A. M., SILBERSHATZ, H. AND KANNEL, W. B. (1998). Prediction of coronary heart disease using risk factor categories. Circulation 97, 1837-1847. (Pubitemid 28213628)
21. ZHENG, Y., CAI, T. AND FENG, Z. (2006). Application of the time-dependent ROC curves for prognostic accuracy with multiple markers. Biometrics 62, 279-287.