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Regression and Linear Models

Estimation of Linear Regression Models with Missing Data: The Role of Stochastic Linear Constraints

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Pages 375-387 | Received 25 May 2003, Accepted 21 Jul 2004, Published online: 26 Dec 2007

References

  • Giles , E. A. and Srivastava , D. V. K. 1991 . An unbiased estimator of the covariance matrix of the mixed regression estimator . J. Amer. Statist. Assoc. , 86 : 441 – 444 .
  • Judge , G. G. , Griffiths , W. E. , Greenacre , M. J. , Hill , R. C. , Lütkepohl , H. and Lee , T.-C. 1985 . The Theory and Practice of Econometrics. , 2nd ed. , New York : Wiley .
  • Kakwani , N. C. 1968 . Note on the unbiasedness of mixed regression estimation . Econometrica , 36 : 610 – 611 .
  • Little , R. J. A. and Rubin , D. B. 2002 . Statistical Analysis with Missing Data. , 2nd ed. , New York : Wiley .
  • Rao , C. R. and Toutenburg , H. 1999 . Linear Models: Least Squares and Alternatives. , 2nd ed. , New York : Springer-Verlag .
  • Schaffrin , B. and Toutenburg , H. 1990 . Weighted mixed regression . Zeitschrift für Angewandte Mathematik und Mechanik. , 70 : 735 – 738 .
  • Srivastava , V. K. 1976 . Evaluation of expectations of products of stochastic matrices . Scandi. J. Statist. , 3 : 135 – 138 .
  • Srivastava , V. K. 1980 . Estimation of linear single-equation and simultaneous-equation models under stochastic linear constraints: an annotated bibliography . Zeitschrift Int. Statist. Rev. , 48 : 79 – 82 .
  • Srivastava , V. K. and Upadhyaha , S. 1975 . Small-disturbance and large sample approximations in mixed regression estimation . East. Econo. J. , 2 : 261 – 265 .
  • Swamy , P. A. V. B. and Mehta , J. S. 1969 . On Theil's mixed regression estimator . J. Amer. Statist. Assoc. , 64 : 273 – 276 .
  • Theil , H. and Goldberger , A. S. 1961 . On pure and mixed estimation in econometrics . Int. Econ. Rev. , 2 : 65 – 78 .
  • Toutenburg , H. and Shalabh . 1996 . Predictive performance of the methods of restricted and mixed regression estimators . Biometri. J. , 38 : 951 – 959 .
  • Toutenburg , H. and Shalabh . 2000 . Improved predictions in linear regression models with stochastic linear constraints . Biometri. J. , 42 : 71 – 86 .

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