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Applications and Case Studies

Using Medical Malpractice Data to Predict the Frequency of Claims: A Study of Poisson Process Models with Random Effects

Pages 285-295 | Received 01 Apr 1989, Published online: 27 Feb 2012

References

  • Akaike , H. 1974 . A New Look at the Statistical Model Identification . IEEE Transactions on Automatic Control , AC-19 : 716 – 723 .
  • Andersen , P. K. and Gill , R. 1982 . Cox's Regression Model for Counting Processes: A Large Sample Study . The Annals of Statistics , 10 : 1100 – 1120 .
  • Aptech Systems, Inc. 1988 . GAUSS Version 2.0 System and Graphics Manual , Kent , WA : Author .
  • Aptech Systems, Inc. 1989 . GAUSS Version 2.0 Modules , Kent , WA : Author .
  • Berger , J. O. 1985 . Statistical Decision Theory, , 2nd ed. , Berlin : Springer-Verlag .
  • Breiman , L. and Freedman , D. 1983 . How Many Variables Should Be Entered in a Regression Equation? . Journal of the American Statistical Association , 78 : 131 – 136 .
  • Chambers , J. M. 1977 . Computational Methods for Data Analysis , New York : John Wiley .
  • Cherkin , D. and Lawrence , D. 1977 . An Evaluation of the American Medical Association's Physician Masterfile as a Data Source–One State's Experience . Medical Care , 15 : 767 – 779 .
  • Cooil , B. Predicting the Frequency of a Physician's Future Medical Malpractice Claims . Proceedings of the Business and Economic Statistics Section . pp. 331 – 334 . American Statistical Association .
  • Gail , M. H. , Santner , T. J. and Brown , C. C. 1980 . An Analysis of Comparative Carcinogenesis Experiments Based on Multiple Times to Tumor . Biometrics , 36 : 255 – 266 .
  • Hinde , J. Compound Poisson Regression Models . GLIM 82: Proceedings of the International Conference on Generalized Linear Models . Edited by: Gilchrist , T. pp. 109 – 121 . Berlin : Springer-Verlag .
  • Huber , P. J. 1967 . The Behavior of Maximum Likelihood Estimates Under Nonstandard Conditions . Proceedings of the 5th Berkeley Symposium on Mathematical Statistics and Probability , 1 : 221 – 233 .
  • Lawless , J. F. 1987a . Regression Methods for Poisson Process Data . Journal of the American Statistical Association , 82 : 808 – 815 .
  • Lawless , J. F. 1987b . Negative Binomial and Mixed Poisson Regression . Canadian Journal of Statistics , 15 : 209 – 225 .
  • Lemaire , J. 1985 . Automobile Insurance: Actuarial Models , Boston : Kluwer-Nijhoff .
  • Nye , B. F. and Hofflander , A. E. 1988 . Experience Rating in Medical Professional Liability Insurance . Journal of Risk and Insurance , 55 : 150 – 157 .
  • Panjer , H. H. and Willmot , G. E. 1984 . Models for the Distribution of Aggregate Claims in Risk Theory . Transactions of the Society of Actuaries , 36 : 399 – 446 .
  • Prentice , R. L. , Williams , B. J. and Petersen , A. V. 1981 . On the Regression Analysis of Multivariate Failure Time Data . Biometrika , 68 : 373 – 379 .
  • Rolph , J. E. 1981 . Some Statistical Evidence on Merit Rating in Medical Malpractice Insurance . Journal of Risk and Insurance , 48 : 247 – 260 .
  • Rubinstein , Reuven Y. 1981 . Simulation and the Monte Carlo Method , New York : John Wiley .
  • Shibata , R. 1981 . An Optimal Selection of Regression Variables . Biometrika , 68 : 45 – 54 .
  • Sloan , F. A. , Mergenhagen , P. M. , Burfield , W. B. , Bovbjerg , R. R. and Hassan , M. 1989 . Medical Malpractice Experience of Physicians: Predictable or Haphazard? . Journal of the American Medical Association , 262 : 3291 – 3297 .
  • Stone , M. 1977 . An Asymptotic Equivalence of Choice of Model by Cross-Validation and Akaike's Criterion . Journal of the Royal Statistical Society , 39 : 44 – 47 . Ser. B

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