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REFERENCES

  • Arlot S, Celisse A. 2010. A survey of cross-validation procedures for model selection. Statistics Surveys 4: 4079.
  • Basu A, Rathouz PJ. 2005. Estimating marginal and incremental effects on health outcomes using flexible link and variance function models. Biostatistics 6(1): 93109.
  • Basu A, Arondekar BV, Rathouz PJ. 2006. Scale of interest versus scale of estimation: comparing alternative estimators for the incremental costs of a comorbidity. Health Economics 15(10): 10911107.
  • Blough DK, Madden CW, Hornbrook MC. 1999. Modeling risk using generalized linear models. Journal of Health Economics 18(2): 153171.
  • Box G, Draper N. 1987. Empirical Model-building and Response Surfaces. John Wiley & Sons: Oxford, England.
  • Copas JB. 1983. Regression, prediction and shrinkage. Journal of the Royal Statistical Society: Series B: Methodological 45(3): 311354.
  • Copas JB. 1987. Cross-validation shrinkage of regression predictors. Journal of the Royal Statistical Society: Series B: Methodological 49(2): 175183.
  • Copas JB. 1997. Using regression models for prediction: shrinkage and regression to the mean. Statistical Methods in Medical Research 6(2): 167183.
  • Geisser S. 1975. The predictive sample reuse method with applications. Journal of the American Statistical Association 70: 320328.
  • Harrell FE. 2001. Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis. Springer: New York.
  • Harrell FE, Lee KL, Mark DB. 1996. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Statistics in Medicine 15(4): 361387.
  • Hill SC, Miller GE. 2010. Health expenditure estimation and functional form: applications of the generalized gamma and extended estimating equations models. Health Economics 19(5): 608627.
  • van Houwelingen JCV, Cessie SL. 1990. Predictive value of statistical models. Statistics in Medicine 9(11): 13031325.
  • Larson SC. 1931. The shrinkage of the coefficient of multiple correlation. Journal of Educational Psychology 22(1): 4555.
  • Manning WG. 1998. The logged dependent variable, heteroscedasticity, and the retransformation problem. Journal of Health Economics 17(3): 283295.
  • Manning W, Mullahy J. 2001. Estimating log models: to transform or not to transform? Journal of Health Economics 20(4): 461494.
  • Manning WG, Basu A, Mullahy J. 2005. Generalized modeling approaches to risk adjustment of skewed outcomes data. Journal of Health Economics 24(3): 465488.
  • Meltzer D, Manning WG, Morrison J, Shah MN, Jin L, Guth T, Levinson W. 2002. Effects of physician experience on costs and outcomes on an academic general medicine service: results of a trial of hospitalists. Annals of Internal Medicine 137(11): 866874.
  • Mullahy J. 1998. Much ado about two: reconsidering retransformation and the two-part model in health econometrics. Journal of Health Economics 17(3): 247281.
  • Nelder JA, Wedderburn RWM. 1972. Generalized linear models. Journal of the Royal Statistical Society. Series A: General 135(3): 370384.
  • Veazie PJ, Manning WG, Kane RL. 2003. Improving risk adjustment for Medicare capitated reimbursement using nonlinear models. Medical Care 41(6): 741752.
  • Wherry RJ. 1931. A new formula for predicting the shrinkage of the coefficient of multiple correlation. The Annals of Mathematical Statistics 2(4): 440457.