David Faraggi
      Professor
 
   Address:  Department of Statistics, University of Haifa
                    Haifa 31905, Israel
 
   Tel:          972-4-8249142      Fax:        972-4-8253849
   E. mail:    faraggi@stat.haifa.ac.il
     

 Higher Education

   Ph.D., University of Wisconsin, Madison, USA, 1984.

 Research interests

  Biostatistics

 Complete CV

  CV (pdf file)

     

 Recent Publications
  1. A.D. Koutsoukos, L.V. Rubinstein, D. Faraggi, R.M. Simon, S. Kalyandrug, J. N. Weinstein, K.W. Kohn, and K.D. Paull, (1994). "Discrimination Techniques Applied to the NCI In Vitro Anti-tumor Drug Screen: Predicting Biochemical Mechanism of Action". Statistics in Medicine, 13, 719-730.
  2. D. Faraggi, and R. Simon, (1995). "A Neural Network Model for Survival Data". Statistics in Medicine. 14, 73-82. [Ps file]
  3. D. Faraggi, and R. Simon, (1995). "The Maximum Likelihood Neural Network As A Statistical Classification Model". Journal of Statistical Planning and Inference, 46, 93-104.
  4. D. Faraggi, and R. Simon, (1995). "Maximum Likelihood Neural Network Prediction Models" Biometrical Journal, 37, 713-725.
  5. S. Dror, D. Faraggi, and B. Reiser, (1995). "Dynamic Treatment Allocation Adjusting for Prognostic Factors for More than Two Treatments". Biometrics, 51, 1338-1343.
  6. D. Faraggi, and R. Simon. (1996). "A Simulation Study of Cross-Validation for Selecting an Optimal Cutpoint". Statistics in Medicine, 15, 2203-2213.
  7. D. Faraggi, and E. Korn, (1996). "Competing risks with frailty models when treatment affects only one failure type". Biometrika, 83, 467-471.
  8. D. Faraggi, and R. Simon. (1997). "Large Sample Bayesian Inference on the Parameters of the Proportional Hazard Models". Statistics in Medicine, 16, 2573-2585.
  9. B. Reiser and D. Faraggi. (1997). "Confidence intervales for the generalized ROC criterion". Biometrics 53, 192-202.
  10. D. Faraggi, and R. Simon, E. Yaskil and A. Kramar (1998). "Bayesian Neural Network Models for Censored Data". Biometrical Journal, 39, 519-532. [Ps file]
  11. D. Faraggi and R. Simon (1998). "Bayesian Variable Selection Method for Censored Survival Data". Biometrics 54, 1475-1485.
  12. A. Kramar, D. Faraggi, M. Ychou, B. Reiser and J. Grenier (1999). "Criteres ROC Generalises Pour Le'valuation de Plusieurs Marqueu rs Tumoraux". Revue d'Epidemiologie et de Sante Publique. 47, 217-226.
  13. B. Reiser and D. Faraggi (1999). "Confidence Intervals for the Overlapping Coefficient; The Normal Equal Variance Case". Journal of the Royal Statistical Society - Series D - The Statistician. 48, 413-418. [Ps file]
  14. D. Faraggi (2000). "The Effect of Random Measurement Error on Receiver Operating Characteristic (ROC) Curves". Statistics in Medicine. 19, 61-70. [Ps file]
  15. A. Goldenshluger and D. Faraggi (2000). "Non-parametric Estimation of Weighted Proportions with Application to Particle Size Measurement". Biometrika. 87, 157-171. [Ps file]
  16. L. McShane, R. Aamodt, C. Cordon-Cordo, R. Cote, D. Faraggi, Y. Fradet, B. Grossman, K. Peng, S. Taube and F. Waldman. (2000). "Reproducibility of p53 Immunohistochemistry in Bladder Tumors". Clinical Cancer Research. 6, 1854-1864.
  17. D. Faraggi and A. Kramar. (2000). "Methodological issues associated with tumor marker development". Biostatistical aspects. Urologic Oncology. 5, 211-213.
  18. A. Kramar, D. Faraggi, A. Fortune, B. Reiser. (2001). "mROC: a computer program for combining tumour markers in predicting disease states". Computer Methods and Programs in Biomedicine. 166, 199-207.
  19. E. Schisterman, D. Faraggi, B. Reiser and M. Trevisan (2001). "Statistical Inference for the Area Under the ROC Curve in the Presence of Random Measurement Error". American Journal of Epidemiology.157, 174-179.
  20. D. Faraggi, M. LeBlanc and J. Crowley (2001). "Understanding Neural Networks Using Regression Trees: An Application to Survival Data". Statistics in Medicine. 20, 2965-2976. [Ps file]
  21. D. Faraggi and B. Reiser. (2002). "Estimation of the Area Under the ROC Curve". Statistics in Medicine. 21, 3093-3106.
  22. D. Faraggi, P. Izakson, and B. Reiser. (2003). "Confidence Intervals for the 50% Response Dose". Statistics in Medicine. 22, 1977-1988.
  23. D. Faraggi. (2003). "Adjusting ROC Curves and Related Indices for Covariates". Journal of the Royal Statistical Society - Series D - The Statistician. 52, 179-192.
  24. D. Faraggi, B. Reiser and E. F. Schisterman.. (2003). "ROC Curve Analysis for Biomarkers Based on Pooled Assessments". Statistics in Medicine. 22, 2515-2527.
  25. O. Davidov, D. Faraggi, and B. Reiser. (2003). "Misclassification in Logistic Regression with Discrete Covariates". Biometrical Journal. 45, 541-553.
  26. E. Schisterman, D. Faraggi and B. Reiser. (2004). "Adjusting the Generalized ROC Curve for Covariates". Statistics in Medicine (in press)

More Publications....

     

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