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Volumn 60, Issue 2, 1998, Pages 295-310

Detecting possibly non-consecutive outliers in industrial time series

Author keywords

Interpolation; Likelihood function; Non invertible model; Non stationary process; Prediction; Robust estimation

Indexed keywords


EID: 0004378138     PISSN: 13697412     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9868.00126     Document Type: Article
Times cited : (22)

References (32)
  • 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
    • 0018345540 scopus 로고
    • An algorithm for the exact likelihood of a mixed autoregressive-moving average process
    • Ansley, C. F. (1979) An algorithm for the exact likelihood of a mixed autoregressive-moving average process. Biometrika, 66, 59-65.
    • (1979) Biometrika , vol.66 , pp. 59-65
    • Ansley, C.F.1
  • 5
    • 84893529721 scopus 로고
    • Statistical process monitoring and feedback adjustment: A discussion
    • Box, G. E. P. and Kramer, T. (1992) Statistical process monitoring and feedback adjustment: a discussion. Technometrics, 34, 251-285.
    • (1992) Technometrics , vol.34 , pp. 251-285
    • Box, G.E.P.1    Kramer, T.2
  • 8
    • 0000057285 scopus 로고
    • Leave-k-out diagnostics for time series
    • Bruce, A. G. and Martin, R. D. (1989) Leave-k-out diagnostics for time series (with discussion). J. R. Statist. Soc. B, 51, 363-424.
    • (1989) J. R. Statist. Soc. B , vol.51 , pp. 363-424
    • Bruce, A.G.1    Martin, R.D.2
  • 9
    • 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, 30, 193-204.
    • (1988) Technometrics , vol.30 , pp. 193-204
    • Chang, I.1    Tiao, G.C.2    Chen, C.3
  • 10
    • 0001623619 scopus 로고
    • Robust estimation of the first-order autoregressive parameter
    • Denby, L. and Martin, R. D. (1979) Robust estimation of the first-order autoregressive parameter. J. Am. Statist. Ass., 74, 140-146.
    • (1979) J. Am. Statist. Ass. , vol.74 , pp. 140-146
    • Denby, L.1    Martin, R.D.2
  • 11
    • 0000013567 scopus 로고
    • Co-integration and error correction: Representation, estimation, and testing
    • Engle, R. F. and Granger, C. W. J. (1987) Co-integration and error correction: representation, estimation, and testing. Econometrica, 55, 251-276.
    • (1987) Econometrica , vol.55 , pp. 251-276
    • Engle, R.F.1    Granger, C.W.J.2
  • 12
    • 0000033779 scopus 로고
    • Outliers in time series
    • Fox, A. J. (1972) Outliers in time series. J. R. Statist. Soc. B, 34, 350-363.
    • (1972) J. R. Statist. Soc. B , vol.34 , pp. 350-363
    • Fox, A.J.1
  • 15
    • 84984522695 scopus 로고
    • Monitoring and adjusting forecasts in the presence of additive outliers
    • Hillmer, S. C. (1984) Monitoring and adjusting forecasts in the presence of additive outliers. J. Forecast., 3, 205-215.
    • (1984) J. Forecast. , vol.3 , pp. 205-215
    • Hillmer, S.C.1
  • 16
    • 0001033261 scopus 로고
    • Robust regression: Asymptotics, conjectures and Monte Carlo
    • Huber, P. J. (1973) Robust regression: asymptotics, conjectures and Monte Carlo. Ann. Statist., 1, 799-821.
    • (1973) Ann. Statist. , vol.1 , pp. 799-821
    • Huber, P.J.1
  • 17
    • 84950459387 scopus 로고
    • Non-Gaussian state space modeling of nonstationary time series
    • Kitagawa, G. (1987) Non-Gaussian state space modeling of nonstationary time series. J. Am. Statist. Ass., 82, 1032-1063.
    • (1987) J. Am. Statist. Ass. , vol.82 , pp. 1032-1063
    • Kitagawa, G.1
  • 18
    • 0001068107 scopus 로고
    • A note on the estimation of missing values in time series
    • Ljung. G. M. (1989) A note on the estimation of missing values in time series. Communs Statist. Simula Computn, 18, 459-465.
    • (1989) Communs Statist. Simula Computn , vol.18 , pp. 459-465
    • Ljung, G.M.1
  • 19
    • 0000018727 scopus 로고
    • On outlier detection in time series
    • _(1993) On outlier detection in time series. J. R. Statist. Soc. B, 55, 559-567.
    • (1993) J. R. Statist. Soc. B , vol.55 , pp. 559-567
  • 20
    • 85042569734 scopus 로고
    • The likelihood function of stationary autoregressive-moving average models
    • Ljung, G. M. and Box, G. E. P. (1979) The likelihood function of stationary autoregressive-moving average models. Biometrika, 66, 265-270.
    • (1979) Biometrika , vol.66 , pp. 265-270
    • Ljung, G.M.1    Box, G.E.P.2
  • 21
    • 21144482287 scopus 로고
    • A fast algorithm for the repeated evaluation of the likelihood of a general linear process for long series
    • Lucen̄o, A. (1993) A fast algorithm for the repeated evaluation of the likelihood of a general linear process for long series. J. Am. Statist. Ass., 88, 229-236.
    • (1993) J. Am. Statist. Ass. , vol.88 , pp. 229-236
    • Luceno, A.1
  • 22
    • 0039321275 scopus 로고
    • A fast algorithm for the exact likelihood of stationary and partially nonstationary vector autoregressive moving average processes
    • _(1994) A fast algorithm for the exact likelihood of stationary and partially nonstationary vector autoregressive moving average processes. Biometrika, 81, 555-565.
    • (1994) Biometrika , vol.81 , pp. 555-565
  • 23
    • 0003150793 scopus 로고    scopus 로고
    • Estimation of missing values in possibly partially nonstationary vector time series
    • _(1997) Estimation of missing values in possibly partially nonstationary vector time series. Biometrika, 84, 495-499.
    • (1997) Biometrika , vol.84 , pp. 495-499
  • 24
    • 84986870184 scopus 로고
    • Differencing multiple time series: Another look at Canadian money and income data
    • Lütkepohl, H. (1982) Differencing multiple time series: another look at Canadian money and income data. J. Time Ser. Anal., 3, 235-243.
    • (1982) J. Time Ser. Anal. , vol.3 , pp. 235-243
    • Lütkepohl, H.1
  • 25
  • 26
    • 0001065197 scopus 로고
    • Influence functionals for time series
    • Martin, R. D. and Yohai, V. J. (1986) Influence functionals for time series. Ann. Statist., 14, 781-855.
    • (1986) Ann. Statist. , vol.14 , pp. 781-855
    • Martin, R.D.1    Yohai, V.J.2
  • 29
    • 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. Am. Statist. Ass., 81, 132-141.
    • (1986) J. Am. Statist. Ass. , vol.81 , pp. 132-141
    • Tsay, R.S.1
  • 30
    • 0042500076 scopus 로고
    • Bayesian model monitoring
    • West, M. (1986) Bayesian model monitoring. J. R. Statist. Soc. B, 48, 70-78.
    • (1986) J. R. Statist. Soc. B , vol.48 , pp. 70-78
    • West, M.1
  • 32
    • 84984496694 scopus 로고
    • Variance intervention
    • Young, P. C. and Ng, C. N. (1989) Variance intervention. J. Forecast., 8, 399-416.
    • (1989) J. Forecast. , vol.8 , pp. 399-416
    • Young, P.C.1    Ng, C.N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.