메뉴 건너뛰기




Volumn 11, Issue 3, 2001, Pages 651-673

Detection of outlier patches in autoregressive time series

Author keywords

Gibbs sampler; Multiple outliers; Sequential learning; Time series

Indexed keywords


EID: 0346405510     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (39)

References (19)
  • 1
    • 85042570039 scopus 로고
    • Bayesian analysis of some outlier problems in time series
    • Abraham, B. and Box, G. E. P. (1979). Bayesian analysis of some outlier problems in time series. Biometrika 66, 229-236.
    • (1979) Biometrika , vol.66 , pp. 229-236
    • Abraham, B.1    Box, G.E.P.2
  • 2
    • 0002061759 scopus 로고    scopus 로고
    • Bayesian estimation of an autoregressive model using Markov chain Monte Carlo
    • Barnett, G., Kohn, R. and Sheather, S. (1996). Bayesian estimation of an autoregressive model using Markov chain Monte Carlo. J. Econom. 74, 237-254.
    • (1996) J. Econom. , vol.74 , pp. 237-254
    • Barnett, G.1    Kohn, R.2    Sheather, S.3
  • 3
    • 0039784239 scopus 로고    scopus 로고
    • Robust Bayesian estimation of autoregressive-moving average models
    • Barnett, G., Kohn, R. and Sheather, S. (1997). Robust Bayesian estimation of autoregressive-moving average models. J. Time Ser. Anal. 18, 11-28.
    • (1997) J. Time Ser. Anal. , vol.18 , pp. 11-28
    • Barnett, G.1    Kohn, R.2    Sheather, S.3
  • 4
    • 0000057285 scopus 로고
    • Leave-k-out diagnostics for time series
    • Bruce, A. G. and Martin, D. (1989). Leave-k-out diagnostics for time series (with discussion). J. Roy. Statist. Soc. Ser. B 51, 363-424.
    • (1989) J. Roy. Statist. Soc. Ser. B , vol.51 , pp. 363-424
    • Bruce, A.G.1    Martin, D.2
  • 5
    • 0003742649 scopus 로고
    • Estimation of time series parameters in the presence of outliers
    • Statistics Research Center, University of Chicago
    • Chang, I. and Tiao, G. C. (1983). Estimation of time series parameters in the presence of outliers. Technical Report 8, Statistics Research Center, University of Chicago.
    • (1983) Technical Report 8
    • Chang, I.1    Tiao, G.C.2
  • 6
    • 0024012372 scopus 로고
    • Estimation of time series parameters in the presence of outliers
    • Chang, I., Tiao, G. C. and Chen, C. (1988). Estimation of time series parameters in the presence of outliers. Technometrics 3, 193-204.
    • (1988) Technometrics , vol.3 , pp. 193-204
    • Chang, I.1    Tiao, G.C.2    Chen, C.3
  • 7
    • 21144473917 scopus 로고
    • Joint estimation of model parameters and outlier effects in time series
    • Chen, C. and Liu, L. (1993). Joint estimation of model parameters and outlier effects in time series. J. Amer. Statist. Assoc. 88, 284-297.
    • (1993) J. Amer. Statist. Assoc. , vol.88 , pp. 284-297
    • Chen, C.1    Liu, L.2
  • 8
    • 0001369142 scopus 로고
    • A test for equality between sets of observations in two linear regressions
    • Chow, G. C. (1960). A test for equality between sets of observations in two linear regressions. Econometrica 28, 591-605.
    • (1960) Econometrica , vol.28 , pp. 591-605
    • Chow, G.C.1
  • 10
    • 0001422227 scopus 로고
    • Parameterization issues in Bayesian inference
    • (Edited by J. M. Bernardo, J. Berger, A. P. Dawid and A. F. M. Smith), Oxford University Press
    • Hills, S. E. and Smith, A. F. M. (1992). Parameterization issues in Bayesian inference. In Bayesian Statistics, 4 (Edited by J. M. Bernardo, J. Berger, A. P. Dawid and A. F. M. Smith), 641-649. Oxford University Press.
    • (1992) Bayesian Statistics, 4 , vol.4 , pp. 641-649
    • Hills, S.E.1    Smith, A.F.M.2
  • 11
    • 0030525165 scopus 로고    scopus 로고
    • Gibbs sampling will fail in outlier problems with strong masking
    • Justel, A. and Peña, D. (1996). Gibbs sampling will fail in outlier problems with strong masking. J. Comput. Graph. Statist. 5, 176-189.
    • (1996) J. Comput. Graph. Statist. , vol.5 , pp. 176-189
    • Justel, A.1    Peña, D.2
  • 12
    • 84981454150 scopus 로고
    • Bayesian analysis of autoregressive time series via the Gibbs sampler
    • McCulloch, R. E. and Tsay, R. S. (1994). Bayesian analysis of autoregressive time series via the Gibbs sampler. J. Time Ser. Anal. 15, 235-250.
    • (1994) J. Time Ser. Anal. , vol.15 , pp. 235-250
    • McCulloch, R.E.1    Tsay, R.S.2
  • 13
    • 0001811996 scopus 로고
    • Measuring the importance of outliers in ARIMA models
    • (Edited by Puri et al.), John Wiley, New York
    • Peña, D. (1987). Measuring the importance of outliers in ARIMA models. New Perspectives in Theoretical and Applied Statistics (Edited by Puri et al.), 109-118. John Wiley, New York.
    • (1987) New Perspectives in Theoretical and Applied Statistics , pp. 109-118
    • Peña, D.1
  • 14
    • 0001060245 scopus 로고
    • Influential observations in time series
    • Peña, D. (1990). Influential observations in time series. J. Business Economic Statist. 8, 235-241.
    • (1990) J. Business Economic Statist. , vol.8 , pp. 235-241
    • Peña, D.1
  • 15
    • 84950053863 scopus 로고
    • Interpolation, outliers and inverse autocorrelations
    • Peña, D. and Maravall, A. (1991). Interpolation, outliers and inverse autocorrelations. Comm. Statist. (Theory and Methods) 20, 3175-3186.
    • (1991) Comm. Statist. (Theory and Methods) , vol.20 , pp. 3175-3186
    • Peña, D.1    Maravall, A.2
  • 17
    • 0000875323 scopus 로고
    • Time series model specification in the presence of outliers
    • Tsay, R. S. (1986). Time series model specification in the presence of outliers. J. Amer. Statist. Assoc. 81, 132-141.
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 132-141
    • Tsay, R.S.1
  • 18
    • 84944452417 scopus 로고
    • Outliers, level shifts, and variance change in time series
    • Tsay, R. S. (1988). Outliers, level shifts, and variance change in time series. J. Forecasting 7, 1-20.
    • (1988) J. Forecasting , vol.7 , pp. 1-20
    • Tsay, R.S.1
  • 19
    • 0038365156 scopus 로고    scopus 로고
    • Outliers in multivariate time series
    • Tsay, R. S., Peña, D. and Pankratz, A. E. (2000). Outliers in multivariate time series. Biometrika, 87, 789-804.
    • (2000) Biometrika , vol.87 , pp. 789-804
    • Tsay, R.S.1    Peña, D.2    Pankratz, A.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.