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Original Articles

MSE Performance of a Heterogeneous Pre-Test Ridge Regression Estimator

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Pages 1692-1700 | Received 01 Jul 2010, Accepted 15 Dec 2010, Published online: 09 Apr 2012

References

  • Adkins , L. C. , Eells , J. B. ( 1995 ). Improved estimators of energy models . Ener. Econ. 17 : 15 – 25 .
  • Bao , H. , Wan , A. T. K. ( 2007 ). Improved estimators of hedonic housing price models . J. Real Estate Res. 29 : 267 – 304 .
  • Brook , R. J. ( 1976 ). On the use of a regret function to set significance points in prior tests of estimation . J. Amer. Statist. Assoc. 71 : 126 – 131 .
  • Dwivedi , T. D. , Srivastava , V. K. , Hall , R. L. ( 1980 ). Finite sample properties of ridge estimators . Technometrics 22 : 205 – 212 .
  • Firinguetti , L. ( 1997 ). Ridge regression in the context of a system of seemingly unrelated regression equations . J. Statist. Computat. Simul. 56 : 145 – 162 .
  • Firinguetti , L. ( 1999 ). A generalized ridge regression estimator and its finite sample properties . Commun. Statist. Theor. Meth. 28 : 1217 – 1229 .
  • Firinguetti , L. , Rubio , H. ( 2000 ). A note on the moments of stochastic shrinkage parameters in ridge regression . Commun. Statist. Simul. Computat. 29 : 955 – 970 .
  • Hoerl , A. E. , Kennard , R. W. ( 1970 ). Ridge regression: Biased estimation for nonorthogonal problems . Technometrics 12 : 55 – 67 .
  • Huang , J.-C. ( 1999 ). Improving the estimation precision for a selected parameter in multiple regression analysis: An algebraic approach . Econ. Lett. 62 : 261 – 264 .
  • Judge , G. G. , Yancey , T. A. ( 1986 ). Improved Methods of Inference in Econometrics . Amsterdam : North-Holland/Elsevier .
  • Knignt , J. R. , Hill , R. C. , Sirmans , C. F. ( 1993 ). Estimation of hedonic price models using non-sample information: A Monte-Carlo study . J. Urb. Econ. 34 : 319 – 346 .
  • Lovell , M. C. , Prescott , E. ( 1970 ). Multiple regression with inequality constraints: Pretesting bias, hypothesis testing and efficiency . J. Amer. Statist. Assoc. 65 : 913 – 925 .
  • McClatchey , C. A. , VandenHul , S. P. ( 2005 ). The efficacy of optimization modeling as a retirement strategy in the presence of estimation error . Finan. Serv. Rev. 14 : 269 – 284 .
  • Ohtani , K. ( 1986 ). On small sample properties of the almost unbiased generalized ridge estimator . Commun. Statist. Theor. Meth. 15 : 1571 – 1578 .
  • Ohtani , K. ( 1993 ). Distribution and density functions of the feasible generalized ridge regression estimator . Commun. Statist. Theor. Meth. 22 : 2733 – 2746 .
  • Ohtani , K. ( 1999 ). MSE performance of a heterogeneous pre-test estimator . Stat. Prob. Let. 41 : 65 – 71 .
  • Ohtani , K. ( 2008 ). Small sample properties of a ridge regression estimator with an inequality constraint . Kobe Univ. Econ. Rev. 54 : 15 – 23 .
  • Stahlecker , P. , Trenkler , G. (1985). On heterogeneous versions of the best linear and the ridge estimator. Proceedings of the First International Tampere Seminar on Linear Statistical Models and Their Applications, pp. 301–322.
  • Thomson , M. , Schmidt , P. ( 1982 ). A note on the comparison of the mean square error of inequality constrained least squares and other related estimators . Rev. Econ. Statist. 64 : 174 – 176 .
  • Toyoda , T. , Wallace , T. D. ( 1976 ). Optimal critical values for pre-testing in regression . Econometrica 44 : 365 – 375 .
  • Wan , A. T. K. ( 1994 ). Risk comparison of the inequality constrained least squares and other related estimators under balanced loss . Econ. Lett. 46 : 203 – 210 .
  • Wan , A. T. K. , Ohtani , K. ( 2000 ). Minimum mean-squared error estimation in linear regression with an inequality constraint . J. Statist. Plann. Infer. 86 : 157 – 173 .
  • Wan , A. T. K. , Chaturvedi , A. , Zou , G. H. ( 2003 ). Unbiased estimation of theMSE matrices of improved estimators in linear regression . J. Appl. Statist. 30 : 173 – 189 .

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