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Volumn , Issue , 2009, Pages 4698-4703

A Bayesian learning approach to linear system identification with missing data

Author keywords

Gaussian processes; Kernel based regularization; Linear system identification; Missing data

Indexed keywords

LINEAR SYSTEMS;

EID: 77950801437     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2009.5400833     Document Type: Conference Paper
Times cited : (6)

References (22)
  • 1
    • 0001353940 scopus 로고
    • Maximum likelihood fitting of arma models to time series with observations
    • R. Jones, "Maximum likelihood fitting of arma models to time series with observations," Technometrics, vol.22, pp. 389-395, 1980.
    • (1980) Technometrics , vol.22 , pp. 389-395
    • Jones, R.1
  • 2
    • 0001317712 scopus 로고
    • Exact likelihood of vector autoregressive-moving average process with missing or aggregated data
    • C. F. Ansley and R. Kohn, "Exact likelihood of vector autoregressive-moving average process with missing or aggregated data," Biometrika, vol.70, no.1, pp. 275-278, 1983.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 275-278
    • Ansley, C.F.1    Kohn, R.2
  • 3
    • 0038473188 scopus 로고    scopus 로고
    • The exact likelihood of an autoregressive-moving average model with incomplete data
    • J. Penzer and B. Shea, "The exact likelihood of an autoregressive-moving average model with incomplete data," Biometrika, vol.84, no.4, pp. 919-928.
    • Biometrika , vol.84 , Issue.4 , pp. 919-928
    • Penzer, J.1    Shea, B.2
  • 4
    • 3142573361 scopus 로고    scopus 로고
    • Autoregressive spectral analysis when observations are missing
    • P. Broersen, S. de Waele, and R. Bos, "Autoregressive spectral analysis when observations are missing," Automatica, vol.40, 2004.
    • (2004) Automatica , vol.40
    • Broersen, P.1    De Waele, S.2    Bos, R.3
  • 8
    • 0027595035 scopus 로고
    • Identification of arx models subject to missing data
    • A. Isaksson, "Identification of arx models subject to missing data," IEEE Transactions on Automatic Control, vol.38, pp. 813-819, 1993.
    • (1993) IEEE Transactions on Automatic Control , vol.38 , pp. 813-819
    • Isaksson, A.1
  • 9
    • 28044459395 scopus 로고    scopus 로고
    • A new type of parameter estimation algorithm for missing data problems
    • "A new type of parameter estimation algorithm for missing data problems," Statistics & Probability Letters, vol.75, no.3, pp. 219-229, 2005.
    • (2005) Statistics & Probability Letters , vol.75 , Issue.3 , pp. 219-229
  • 14
    • 34249036998 scopus 로고    scopus 로고
    • Nonparametric identification of population models via Gaussian processes
    • M. Neve, G. De Nicolao, and L. Marchesi, "Nonparametric identification of population models via Gaussian processes," Automatica, vol.97, no.7, pp. 1134-1144, 2007.
    • (2007) Automatica , vol.97 , Issue.7 , pp. 1134-1144
    • Neve, M.1    De Nicolao, G.2    Marchesi, L.3
  • 17
    • 0031285157 scopus 로고    scopus 로고
    • Weak convergence and optimal scaling of random walk metropolis algorithms
    • G. Roberts, A. Gelman, and W. Gilks, "Weak convergence and optimal scaling of random walk metropolis algorithms," Ann. Appl. Prob, vol.7, pp. 110-120, 1997.
    • (1997) Ann. Appl. Prob7, Pp. , pp. 110-120
    • Roberts, G.1    Gelman, A.2    Gilks, W.3
  • 18
    • 0003030680 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo in Practice. W.R. Gilks, S.Richardson, and D.J. Spiegelhalter, eds. London: Chapman and Hall
    • A. Raftery and S. Lewis, Implementing MCMC. Markov Chain Monte Carlo in Practice. W.R. Gilks, S.Richardson, and D.J. Spiegelhalter, eds. London: Chapman and Hall, 1996, pp. 115-130.
    • (1996) Implementing MCMC. , pp. 115-130
    • Raftery, A.1    Lewis, S.2
  • 21
    • 34247573113 scopus 로고    scopus 로고
    • The role of Vector AutoRegressive modeling in predictor based subspace identification
    • June
    • A. Chiuso, "The role of Vector AutoRegressive modeling in predictor based subspace identification," Automatica, vol.43, no.6, pp. 1034-1048, June 2007.
    • (2007) Automatica , vol.43 , Issue.6 , pp. 1034-1048
    • Chiuso, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.