메뉴 건너뛰기




Volumn 28, Issue 2, 1999, Pages 463-486

Nonlinear and nonnormal filter using importance sampling: Antithetic Monte Carlo integration

Author keywords

Antithetic Monte Carlo; Filtering; Importance Sampling; Monte Carlo Integration; Resampling; State Space Model

Indexed keywords


EID: 0011553337     PISSN: 03610918     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610919908813560     Document Type: Article
Times cited : (7)

References (28)
  • 3
    • 0000193853 scopus 로고
    • On Gibbs Sampling for State Space Models
    • Carter, C.K. and Kohn, R., 1994, "On Gibbs Sampling for State Space Models," Biometrika, No.81, No.3, pp.541-553.
    • (1994) Biometrika , Issue.3-81 , pp. 541-553
    • Carter, C.K.1    Kohn, R.2
  • 4
    • 0000761439 scopus 로고    scopus 로고
    • Markov Chain Monte-Carlo in Conditionally Gaussian State Space Models
    • Carter, C.K. and Kohn, R., 1996, "Markov Chain Monte-Carlo in Conditionally Gaussian State Space Models," Biometrika, No.83, No.3, pp.589-601.
    • (1996) Biometrika , Issue.3-83 , pp. 589-601
    • Carter, C.K.1    Kohn, R.2
  • 5
    • 0030492729 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo Simulation Methods in Econometrics
    • Chib, S. and Greenberg, E., 1996, "Markov Chain Monte Carlo Simulation Methods in Econometrics," Econometric Theory, Vol.12, No.4, pp.409-431.
    • (1996) Econometric Theory , vol.12 , Issue.4 , pp. 409-431
    • Chib, S.1    Greenberg, E.2
  • 7
    • 38249030777 scopus 로고
    • Antithetic Acceleration of Monte Carlo Integration in Bayesian Inference
    • Geweke, J., 1988, "Antithetic Acceleration of Monte Carlo Integration in Bayesian Inference," Journal of Econometrics, Vol.38, pp.73-90.
    • (1988) Journal of Econometrics , vol.38 , pp. 73-90
    • Geweke, J.1
  • 8
    • 0043056438 scopus 로고
    • Modeling with Normal Polynomial Expansions
    • edited by Barnett, W.A., Geweke, J. and Shell, K., Cambridge University Press
    • Geweke, J., 1989a, "Modeling with Normal Polynomial Expansions," in Economic Complexity: Chaos, Sunspots, Bubbles and Nonlinearity, edited by Barnett, W.A., Geweke, J. and Shell, K., Cambridge University Press.
    • (1989) Economic Complexity: Chaos, Sunspots, Bubbles and Nonlinearity
    • Geweke, J.1
  • 9
    • 0001667705 scopus 로고
    • Bayesian Inference in Econometric Models Using Monte Carlo Integration
    • Geweke, J., 1989b, "Bayesian Inference in Econometric Models Using Monte Carlo Integration," Econometrica, Vol.57, pp.1317-1339.
    • (1989) Econometrica , vol.57 , pp. 1317-1339
    • Geweke, J.1
  • 10
    • 70350097459 scopus 로고    scopus 로고
    • Monte Carlo Simulation and Numerical Integration
    • edited by Amman, H.M., Kendrick, D.A. and Rust, J., North-Holland
    • Geweke, J., 1996, "Monte Carlo Simulation and Numerical Integration," in Handbook of Computational Economics, Vol.1, edited by Amman, H.M., Kendrick, D.A. and Rust, J., pp.731-800, North-Holland.
    • (1996) Handbook of Computational Economics , vol.1 , pp. 731-800
    • Geweke, J.1
  • 11
    • 0001403586 scopus 로고    scopus 로고
    • Posterior Simulators in Econometrics
    • edited by Kreps, D. and Wallis, K.F., Cambridge University Press
    • Geweke, J., 1997, "Posterior Simulators in Econometrics," in Advances in Economics and Econometrics: Theory and Applications, edited by Kreps, D. and Wallis, K.F., Cambridge University Press.
    • (1997) Advances in Economics and Econometrics: Theory and Applications
    • Geweke, J.1
  • 12
    • 67649497847 scopus 로고    scopus 로고
    • Stochastic Volatility
    • edited by Maddala, G.S. and Rao, C.R., North-Holland
    • Ghysels, E., Harvey, A.C. and Renault, E., 1996, " Stochastic Volatility," in Handbook of Statistics, Vol.14, edited by Maddala, G.S. and Rao, C.R., pp.119-pp.191, North-Holland.
    • (1996) Handbook of Statistics , vol.14 , pp. 119-191
    • Ghysels, E.1    Harvey, A.C.2    Renault, E.3
  • 13
    • 0027580559 scopus 로고
    • Novel Approach to Nonlinear / Non-Gaussian Bayesian State Estimation
    • Gordon, N.J., Salmond, D.J. and Smith, A.F.M., 1993, "Novel Approach to Nonlinear / Non-Gaussian Bayesian State Estimation," IEE Proceedings-F, Vol.140, pp.107-113.
    • (1993) IEE Proceedings-F , vol.140 , pp. 107-113
    • Gordon, N.J.1    Salmond, D.J.2    Smith, A.F.M.3
  • 15
    • 84950459387 scopus 로고
    • Non-Gaussian State-Space Modeling of Nonstationary Time Series
    • with discussion
    • Kitagawa, G., 1987, "Non-Gaussian State-Space Modeling of Nonstationary Time Series," Journal of the American Statistical Association, Vol.82, pp.1032-1063 (with discussion).
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 1032-1063
    • Kitagawa, G.1
  • 16
    • 0030304310 scopus 로고    scopus 로고
    • Monte-Carlo Filter and Smoother for Non-Gaussian Nonlinear State-Space Models
    • Kitagawa, G., 1996, "Monte-Carlo Filter and Smoother for Non-Gaussian Nonlinear State-Space Models," Journal of Computational and Graphical Statistics, Vol.5, No.1, pp.1-25.
    • (1996) Journal of Computational and Graphical Statistics , vol.5 , Issue.1 , pp. 1-25
    • Kitagawa, G.1
  • 17
    • 84993881891 scopus 로고
    • Recent Progress in Applied Bayesian Econometrics
    • Koop, G., 1994, "Recent Progress in Applied Bayesian Econometrics," Journal of Economic Surveys, Vol.8, No.1, pp.1-34.
    • (1994) Journal of Economic Surveys , vol.8 , Issue.1 , pp. 1-34
    • Koop, G.1
  • 18
    • 0000871666 scopus 로고
    • Recursive Bayesian Estimation Using Piece-wise Constant Approximations
    • Kramer, S.C. and Sorenson, H.W., 1988, "Recursive Bayesian Estimation Using Piece-wise Constant Approximations," Automatica, Vol.24, No.6, pp.789-801.
    • (1988) Automatica , vol.24 , Issue.6 , pp. 789-801
    • Kramer, S.C.1    Sorenson, H.W.2
  • 19
    • 84979454116 scopus 로고
    • Prediction of Final Data with Use of Preliminary and/or Revised Data
    • Mariano, R.S. and Tanizaki, H., 1995, "Prediction of Final Data with Use of Preliminary and/or Revised Data," Journal of Forecasting, Vol.14, No.4, pp.351-380.
    • (1995) Journal of Forecasting , vol.14 , Issue.4 , pp. 351-380
    • Mariano, R.S.1    Tanizaki, H.2
  • 20
    • 0004018757 scopus 로고    scopus 로고
    • Simulation-Based Inference in Nonlinear State-Space Models: Application to Testing the Permanent Income Hypothesis
    • edited by Mariano, R.S., Weeks, M. and Schuermann, T., Cambridge University Press, forthcoming
    • Mariano, R.S. and Tanizaki, H., 1999, "Simulation-Based Inference in Nonlinear State-Space Models: Application to Testing the Permanent Income Hypothesis," in Simulation-Based Inference in Econometrics: Methods and Applications, edited by Mariano, R.S., Weeks, M. and Schuermann, T., Cambridge University Press, forthcoming.
    • (1999) Simulation-Based Inference in Econometrics: Methods and Applications
    • Mariano, R.S.1    Tanizaki, H.2
  • 21
    • 0000254890 scopus 로고    scopus 로고
    • Estimation of Stochastic Volatility Models via Monte Carlo Maximum Likelihood
    • Sandmann, G. and Koopman, J., 1998, "Estimation of Stochastic Volatility Models via Monte Carlo Maximum Likelihood," Journal of Econometrics, Vol.87, No.2, pp.271-301.
    • (1998) Journal of Econometrics , vol.87 , Issue.2 , pp. 271-301
    • Sandmann, G.1    Koopman, J.2
  • 22
    • 0007946496 scopus 로고
    • Monte Carlo Approximations in Bayesian Decision Theory
    • Shao, J., 1989, "Monte Carlo Approximations in Bayesian Decision Theory," Journal of the American Statistical Association, Vol.84, No.407, pp.727 -732.
    • (1989) Journal of the American Statistical Association , vol.84 , Issue.407 , pp. 727-732
    • Shao, J.1
  • 23
    • 0001790102 scopus 로고    scopus 로고
    • Statistical Aspects of ARCH and Stochastic Volatility
    • edited by Cox, D.R., Hinkely, D.V. and Barndorff-Nielsen, O.E., Chapman and Hall, London
    • Shepherd, N., 1996, "Statistical Aspects of ARCH and Stochastic Volatility," in Time Series Models: In Econometrics, Finance and Other Fields, edited by Cox, D.R., Hinkely, D.V. and Barndorff-Nielsen, O.E., Chapman and Hall, London.
    • (1996) Time Series Models: In Econometrics, Finance and Other Fields
    • Shepherd, N.1
  • 25
    • 0033079191 scopus 로고    scopus 로고
    • Note on Nonlinear and Nonnormal Filter Using Rejection Sampling
    • forthcoming
    • Tanizaki, H. , 1999, "Note on Nonlinear and Nonnormal Filter Using Rejection Sampling," IEEE Transactions on Automatic Control, forthcoming.
    • (1999) IEEE Transactions on Automatic Control
    • Tanizaki, H.1
  • 26
    • 84986393031 scopus 로고
    • Prediction, Filtering and Smoothing in Nonlinear and Nonnormal Cases Using Monte-Carlo Integration
    • Tanizaki, H. and Mariano, R.S., 1994, "Prediction, Filtering and Smoothing in Nonlinear and Nonnormal Cases Using Monte-Carlo Integration," Journal of Applied Econometrics, Vol.9, No.2, pp.163-179
    • (1994) Journal of Applied Econometrics , vol.9 , Issue.2 , pp. 163-179
    • Tanizaki, H.1    Mariano, R.S.2
  • 28
    • 0001359360 scopus 로고    scopus 로고
    • Nonlinear and Non-Gaussian State-Space Modeling with Monte-Carlo Stochastic Simulations
    • Tanizaki, H. and Mariano, R.S., 1998, "Nonlinear and Non-Gaussian State-Space Modeling with Monte-Carlo Stochastic Simulations," Journal of Econometrics, Vol.83, No.1, 2, pp.263-290.
    • (1998) Journal of Econometrics , vol.83 , Issue.1-2 , pp. 263-290
    • Tanizaki, H.1    Mariano, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.