메뉴 건너뛰기




Volumn 13, Issue 2, 2003, Pages 137-152

The one-step-late PXEM algorithm

Author keywords

Dynamic linear model; EM algorithm; MAP estimates; One step late methods; Posterior modes; Probit regression; PXEM algorithm; Rate of convergence; Working parameters

Indexed keywords


EID: 0347724152     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023256509116     Document Type: Article
Times cited : (7)

References (38)
  • 3
    • 0034060090 scopus 로고    scopus 로고
    • The PX-EM algorithm for fast stable fitting of Henderson's mixed model
    • Foulley J.-L. and van Dyk D.A. 2000. The PX-EM algorithm for fast stable fitting of Henderson's mixed model. Genetics Selective Evolution 32: 143-163.
    • (2000) Genetics Selective Evolution , vol.32 , pp. 143-163
    • Foulley, J.-L.1    Van Dyk, D.A.2
  • 4
    • 0001574731 scopus 로고
    • Efficient parameterization for normal linear mixed models
    • Gelfand A.E., Sahu S.K., and Carlin B.P. 1995. Efficient parameterization for normal linear mixed models. Biometrika 82: 479-488.
    • (1995) Biometrika , vol.82 , pp. 479-488
    • Gelfand, A.E.1    Sahu, S.K.2    Carlin, B.P.3
  • 5
    • 0018478511 scopus 로고
    • Linear system identification from nonstationary cross-sectional data
    • Goodrich R. and Caines P. 1979. Linear system identification from nonstationary cross-sectional data. IEEE Trans. Aut. Cont. AC-24: 403-411.
    • (1979) IEEE Trans. Aut. Cont. , vol.AC-24 , pp. 403-411
    • Goodrich, R.1    Caines, P.2
  • 7
    • 0016333007 scopus 로고
    • Computational aspects of maximum likelihood estimation and reduction in sensitivity function calculations
    • Gupta N. and Mehra R. 1974. Computational aspects of maximum likelihood estimation and reduction in sensitivity function calculations. IEEE Trans. Aut. Cont. AC-19: 774-783.
    • (1974) IEEE Trans. Aut. Cont. , vol.AC-19 , pp. 774-783
    • Gupta, N.1    Mehra, R.2
  • 8
    • 0028288404 scopus 로고
    • Igg subclass deposits in glomeruli of lupus and nonlupus membranous nephropathies
    • Haas M. 1994. Igg subclass deposits in glomeruli of lupus and nonlupus membranous nephropathies. American Journal of Kidney Disease 23: 358-364.
    • (1994) American Journal of Kidney Disease , vol.23 , pp. 358-364
    • Haas, M.1
  • 9
    • 0348093248 scopus 로고    scopus 로고
    • Value of igg subclasses and ultrastructural markers in predicting latent membranous lupus nephritis
    • Haas M. 1998. Value of igg subclasses and ultrastructural markers in predicting latent membranous lupus nephritis. Modern Pathology 11: 147A.
    • (1998) Modern Pathology , vol.11
    • Haas, M.1
  • 10
    • 0010929712 scopus 로고
    • Exponential smoothing and short-term forecasting
    • Harrison P. 1967. Exponential smoothing and short-term forecasting. Man. Sci. 13: 821-842.
    • (1967) Man. Sci. , vol.13 , pp. 821-842
    • Harrison, P.1
  • 11
    • 0010177004 scopus 로고
    • Short-term sales forecasting
    • Harrison P.J. 1965. Short-term sales forecasting. Applied Statistics 14: 102-139.
    • (1965) Applied Statistics , vol.14 , pp. 102-139
    • Harrison, P.J.1
  • 13
    • 0032398552 scopus 로고    scopus 로고
    • Auxiliary variable methods for Markov chain Monte Carlo with applications
    • Higdon D.M. 1998. Auxiliary variable methods for Markov chain Monte Carlo with applications. Journal of the American Statistical Association 93: 585-595.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 585-595
    • Higdon, D.M.1
  • 14
    • 0346201953 scopus 로고    scopus 로고
    • A Bayesian analysis of the multinomial probit model using marginal augmentation
    • Imai K. and van Dyk D.A. 2003. A Bayesian analysis of the multinomial probit model using marginal augmentation. Submitted to The Journal of Econometrics.
    • (2003) Journal of Econometrics
    • Imai, K.1    Van Dyk, D.A.2
  • 16
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman R. 1960. A new approach to linear filtering and prediction problems. Trans. ASME J. of Basic Eng. 8: 35-45.
    • (1960) Trans. ASME J. of Basic Eng. , vol.8 , pp. 35-45
    • Kalman, R.1
  • 17
    • 85024423711 scopus 로고
    • New results in linear filtering and prediction theory
    • Kalman R. and Bucy R. 1961. New results in linear filtering and prediction theory. Trans. ASME J. of Basic Eng. 83: 95-108.
    • (1961) Trans. ASME J. of Basic Eng. , vol.83 , pp. 95-108
    • Kalman, R.1    Bucy, R.2
  • 18
    • 1542493935 scopus 로고
    • A recursive approach to parameter estimation in regression and time series models
    • Ledolter J. 1979. A recursive approach to parameter estimation in regression and time series models. Communications in Statistics, Part A - Theory and Methods 8: 1227-1246.
    • (1979) Communications in Statistics, Part A - Theory and Methods , vol.8 , pp. 1227-1246
    • Ledolter, J.1
  • 20
    • 0000315742 scopus 로고
    • The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence
    • Liu C. and Rubin D.B. 1994. The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence. Biometrika 81: 633-648.
    • (1994) Biometrika , vol.81 , pp. 633-648
    • Liu, C.1    Rubin, D.B.2
  • 21
    • 0002864973 scopus 로고
    • ML estimation of the t distribution using EM and its extensions, ECM and ECME
    • Liu C. and Rubin D.B. 1995. ML estimation of the t distribution using EM and its extensions, ECM and ECME. Statistica Sinica 5: 19-39.
    • (1995) Statistica Sinica , vol.5 , pp. 19-39
    • Liu, C.1    Rubin, D.B.2
  • 22
    • 0001508169 scopus 로고    scopus 로고
    • Parameter expansion for EM acceleration - The PXEM algorithm
    • Liu C., Rubin D.B., and Wu Y.N. 1998. Parameter expansion for EM acceleration - The PXEM algorithm. Biometrika 75: 755-770.
    • (1998) Biometrika , vol.75 , pp. 755-770
    • Liu, C.1    Rubin, D.B.2    Wu, Y.N.3
  • 24
    • 43949158952 scopus 로고
    • An exact likelihood analysis of the multinomial probit model
    • McCulloch R. and Rossi P. 1994. An exact likelihood analysis of the multinomial probit model. Journal of Econometrics 64: 207-240.
    • (1994) Journal of Econometrics , vol.64 , pp. 207-240
    • McCulloch, R.1    Rossi, P.2
  • 27
    • 0000761884 scopus 로고    scopus 로고
    • Seeking efficient data augmentation schemes via conditional and marginal augmentation
    • Meng X.-L. and van Dyk D.A. 1999. Seeking efficient data augmentation schemes via conditional and marginal augmentation. Biometrika 86: 301-320.
    • (1999) Biometrika , vol.86 , pp. 301-320
    • Meng, X.-L.1    Van Dyk, D.A.2
  • 28
    • 18244370621 scopus 로고    scopus 로고
    • Alternative EM methods in high-dimensional finite mixtures
    • submitted
    • Pilla R.S. and Lindsay B.G. 1999. Alternative EM methods in high-dimensional finite mixtures. Biometrika submitted.
    • (1999) Biometrika
    • Pilla, R.S.1    Lindsay, B.G.2
  • 30
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecastin using the EM algorithm
    • Shumway R.H. and Stoffer D.S. 1982. An approach to time series smoothing and forecastin using the EM algorithm. Journal of Time Series Analysis 3: 253-264.
    • (1982) Journal of Time Series Analysis , vol.3 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 31
    • 0346201955 scopus 로고    scopus 로고
    • Fast new EM-type algorithms with applications in astrophysics
    • van Dyk D.A. 2000a. Fast new EM-type algorithms with applications in astrophysics. Technical Report.
    • (2000) Technical Report
    • Van Dyk, D.A.1
  • 33
    • 0034420823 scopus 로고    scopus 로고
    • Nesting EM algorithms for computational efficiency
    • van Dyk D.A. 2000c. Nesting EM algorithms for computational efficiency. Statistical Sinica 10: 203-225.
    • (2000) Statistical Sinica , vol.10 , pp. 203-225
    • Van Dyk, D.A.1
  • 36
    • 0000546599 scopus 로고
    • Alternative algorithm for the estimation of dynamic factor, mimic and varying coefficient regression
    • Watson W. and Engle R. 1983. Alternative algorithm for the estimation of dynamic factor, mimic and varying coefficient regression. Journal of Econometrics 23: 385-400.
    • (1983) Journal of Econometrics , vol.23 , pp. 385-400
    • Watson, W.1    Engle, R.2
  • 38
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithms
    • Wu C.F.J. 1983. On the convergence properties of the EM algorithms. The Annals of Statistics 11: 95-103.
    • (1983) The Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.