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Original Articles

Maximum Regularized Likelihood Estimator of Finite Mixtures with a Structural Model

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Pages 1498-1510 | Received 16 Mar 2008, Accepted 20 Jun 2008, Published online: 28 Apr 2010

References

  • Barndorff-Nielsen , O. E. , Cox , D. R. ( 1989 ). Asymptotic Techniques for Use in Statistics . London : Chapman and Hall .
  • Dempster , A. P. , Laird , N. M. , Rubin , D. B. ( 1977 ). Maximum likelihood from incomplete data via the EM algorithm . J. Roy. Stat. Soc. B 39 : 1 – 22 .
  • Friedman , J. H. ( 1989 ). Regularized discriminant analysis . J. Am. Stat. Assoc. 84 : 165 – 175 .
  • Fujisawa , H. , Eguchi , S. ( 2006 ). Robust estimation in the normal mixture model . J. Stat. Plann. Infer. 136 : 3989 – 4011 .
  • Hastie , T. , Tibshirani , R. , Friedman , J. H. ( 2001 ). The Elements of Statistical Learning . New York : Springer .
  • Higuchi , I. , Eguchi , S. ( 2004 ). Robust principal component analysis with adaptive selection for tuning parameters . J. Mach. Learn. Res. 5 : 453 – 471 .
  • McLachlan , G. J. , Krishnan , T. ( 1998 ). The EM Algorithm and Extensions . New York : Wiley .
  • McLachlan , G. J. , Peel , D. ( 2000 ). Finite Mixture Models . New York : Wiley .
  • Stone , M. ( 1977 ). An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion J. Roy. Stat. Soc. B 39 : 44 – 47 .
  • Stricker , C. , Redman , S. ( 1994 ). Statistical models of synaptic transmission evaluated using the expectation-maximization algorithm . Biophys. J. 67 : 656 – 670 .

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