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Original Articles

Computation of variance components using the em algorithm

Pages 295-303 | Received 26 Dec 1979, Published online: 20 Mar 2007

References

  • Dempster , A.P. , Laird , N.M. and Rubin , D.B. 1977 . Maximum likelihood wiih incomplete data via the EM algorithm . Journal of the Royal Statistical Society , 39 : 1 – 38 . Series B
  • Hartley , H.O. and Rao , J.N.K. 1967 . Maximum likelihood estimation for the mixed analysis of variance model . Biometrika , 54 : 93 – 108 .
  • Harville , D.A. 1974 . Bayesian inference for variance components using only error contrasts . Biometrika , 61 : 383 – 385 .
  • Harville , D.A. 1976 . Extension of the Gauss-Markov theorem to include the estimation of random effects . Annals of Statistics , 4 : 384 – 395 .
  • Harville , D.A. 1977 . Maximum likelihood approaches to variance component estimation and to related problems . Journal of the American Statistical Association , 72 : 320 – 340 .
  • Henderson C. R. Maximum likelihood estimation of variance components 1973 Unpublished manuscript
  • Sundberg , R. 1974 . Maximum likelihood theory for incomplete data from an exponential family . Scandinavian Journal of Statistics , 1 : 49 – 58 .

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