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Original Articles

Model selection and post estimation based on a pretest for logistic regression models

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Pages 3495-3511 | Received 20 Nov 2015, Accepted 15 Mar 2016, Published online: 30 Mar 2016

References

  • Hosmer D.W., Lameshow S. Applied logistic regression. New York: Wiley; 2000.
  • Hilbe J.M. Logistic regression models. Boca Raton: Chapman and Hall; 2009.
  • Bancroft T.A. On biases in estimation due to the use of preliminary tests of significance. Ann. Math. Stat. 1944;15:190–204.
  • Thompson J.R. Some shrinkage techniques for estimating the mean. J Amer Stat Assoc. 1968;63:113–122.
  • Ahmed S.E. Shrinkage preliminary test estimation in multivariate normal distributions. J. Stat. Comput. Sim. 1992;43:177–195.
  • Sapra S.K. Pre-test estimation in Poisson regression model. App Econ Lett. 2003;10:541–543.
  • Hossain S., Ahmed S.E. Shrinkage and penalty estimators of a poisson regression model. Aust NZ J Stat. 2012;54:359–373.
  • Hossain S., Ahmed S.E. Contemporary mathematics. Shrinkage estimation and selection for a logistic regression model. In: Ejaz Ahmed S, editor. Perspectives on big data analysis: methodologies and applications, Vol. 622. American Mathematical Society; 2014.
  • Ahmed S.E. Penalty, shrinkage and pretest strategies – variable selection and estimation. Heidelberg: Springer; 2014.
  • Gourieroux C., Monfort A. Asymptotic properties of the maximum likelihood estimator in dichotomous logit models. J. Econometrics. 1981;17:83–97.
  • Judge G.G., Bock M.E. The statistical implications of pre-test and stein-rule estimators in econometrics. Amsterdam: North-Holland; 1978.

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