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Original Articles

Mixtures of nonparametric autoregressions

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Pages 287-303 | Received 26 Jun 2009, Accepted 08 Nov 2010, Published online: 02 Feb 2011

References

  • Carroll , R. J. , Ruppert , D. and Welsh , A. H. 1998 . Local Estimation Equations . Journal of American Statistical Association , 93 : 214 – 227 .
  • Dempster , A. P. , Laird , N. M. and Rubin , D. B. 1977 . Maximum Likelihood from Incomplete Data Via the EM Algorithm . Journal of the Royal Statistical Society B , 44 : 1 – 38 .
  • Fan , J. and Gijbels , I. 1996 . Local Polynomial Modelling and its Applications , London : Chapman and Hall .
  • Fan , J. and Yao , Q. 2005 . Nonlinear Time Series – Nonparametric and Parametric Methods , Berlin : Springer .
  • Fan , J. , Farmen , M. and Gijbels , I. 1998 . Local Maximum Likelihood Estimation and Inference . Journal of the Royal Statistical Society B , 60 : 591 – 608 .
  • Härdle , W. and Gasser , T. 1984 . Robust Nonparametric Function Fitting . Journal of the Royal Statistical Society B , 46 : 42 – 51 .
  • Härdle , W. and Tuan , P-D. 1986 . Some Theory of M Smoothing of time Series . Journal of Time Series Analysis , 7 : 191 – 204 .
  • Härdle , W. and Tsybakov , A. B. 1988 . Robust Nonparametric Regression with Simultaneous Scale Curve Estimation . Annals of Statistics , 16 : 120 – 135 .
  • Härdle , W. 1990 . Applied Nonparametric Regression , Cambridge : Cambridge University Press .
  • Härdle , W. and Vieu , P. 1992 . Kernel Regression Smoothing of Time Series . Journal of Time Series Analysis , 13 : 209 – 232 .
  • Loader , C. 1999 . Local Regression and Likelihood , Berlin : Springer .
  • Masry , E. and Fan , J. 1997 . Local Polynomial Estimation of Regression Functions For Mixing Processes . Scandinavian Journal of Statistics , 24 : 165 – 179 .
  • Rao , C. R. 1973 . Linear Statistical Inference and its Applications , 2 , New York : Wiley .
  • Robinson , P. 1983 . Nonparametric Estimators for Time Series . Journal of Time Series Analysis , 4 : 185 – 207 .
  • Stockis , J. P. , Tadjuidje-Kamgaing , J. and Franke , J. 2008 . A Note on the Identifiability of the Conditional Expectation for the Mixtures of Neural Networks . Statistical Probability Letters , 78 : 739 – 742 .
  • Stockis , J. P. , Tadjuidje-Kamgaing , J. and Franke , J. 2010 . On Geometric Ergodicity of Charme Models . Journal of Time Series Analysis , 31 : 141 – 152 .
  • Tibshirani , R. and Hastie , T. 1987 . Local Likelihood Estimation . Journal of American Statistical Association , 82 : 559 – 567 .
  • Wong , C. S. and Li , W. K. 2000 . On a Mixture Autoregressive Model . Journal of Royal Statistical Society B , 62 : 95 – 115 .
  • Wong , C. S. and Li , W. K. 2001 . On a Mixture Autoregressive Conditional Heteroscedastic Model . Journal of American Statistical Association , 96 : 982 – 995 .
  • Wu , C. F.J. 1983 . On the Convergence Properties of the EM Algorithm . Annals of Statistics , 11 : 95 – 103 .

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