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Original Articles

A simple hidden markov model for bayesian modeling with time dependent data

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Pages 1801-1826 | Received 01 Jun 1999, Published online: 27 Jun 2007

References

  • Becker , A. , Richard , M. , Chambers , R. , John , Wilks and Allan . 1988 . . The New S Language , California : Wadsworth h Brooks Cole, Pacfic Grove .
  • Bolstad , M. and William . 1995 . The multiprocess dynamic Poisson model . Journal of the American Statistical Association , 90 : 227 – 232 .
  • Carlin , P. , Bradley , G. , Poison , S. , Nichol , Stoffer and David . 1992 . A Monte Carlo approach to nonnormal and nonlinear state-space modeling . Journal of the American Statistical Association , 87 : 493 – 500 .
  • Carter , C.K. and Kohn , R. 1994 . On Gibbis sampling for state space models . Biorneirika , 81 : 541 – 553 .
  • Carter , C.K. and Kohn , R. 1996 . Markov chain Monte Carlo in condition¬ally Gaussian state space models . Biometrika , 83 : 589 – 601 .
  • Elliott , J. , Robert , B. , Aggoun , Lakhda , Moore and John . 1995 . Hidden Markov models: Estimation and control , New York : Springer .
  • Freedman , D. 1996 . Some issues in the foundation of statistics . , Foundations of Science , 1 : 19 – 39 .
  • Harrison , P.J. and Stevens , C.F. 1971 . A Bayesian approach to short-term forecasting . Operational Research Quarterly , 22 : 341 – 362 .
  • Leroux , B.G. and Puterman , M.L. 1992 . Maximum-penalized- likelihood estimation for independent and Markov-dependent mixture models . Biometrics , 42 : 545 – 558 .
  • Meinhold , J. , Richard , D. , Singpurwalla and Nozer , O. 1983 . Understanding the Kalman Filter . American Statistician , 37 : 123 – 127 .
  • Pitt , K. , Michael , D. , Shephard and Neil , H. 1999 . Filtering via simulation: Auxil¬iary particle filters . Journal of the American Statistical Association , 94 : 590 – 599 .
  • Robert , P. and Christian , P. 1994 . The Bayesian choice: A decision-theoretic mo¬tivation , New York : Springer .
  • Robert , P. , Christian , T. , Celeux , A. , Gilles , K. , Diebolt and Jean . 1993 . Bayesian esti¬mation of hidden Markov chains: A stochastic implementation . Statistics and Probability Letters , 16 : 77 – 83 .
  • Robert , Ryden and Tobias , G. 1994 . Consistent and asymptotically normal parameter estimates for hidden Markov models . Annals of Statistics , 22 : 1884 – 1895 .
  • Plus , S. 1991 . Statistical Sciences, Inc , Washington : Seattle .
  • West , S. , Mike , Harrison , Jeff , Migon and Helio . 1997 . Dynamic generalized linear models and Bayesian forecasting . Journal of the American Statistical Association , 80 : 73 – 97 .
  • West , Mike , Harrison and Jeff . 1997 . Bayesian forecasting and dynamic models , New York : Springer .

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