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Volumn 19, Issue 1, 2000, Pages 23-37

Detection of outliers and level shifts in time series: An evaluation of two alternative procedures

Author keywords

ARMA model; Level change; Model identification; Outlier; Simulation

Indexed keywords


EID: 9644289659     PISSN: 02776693     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1099-131x(200001)19:1<23::aid-for740>3.0.co;2-2     Document Type: Review
Times cited : (6)

References (12)
  • 2
    • 44949279468 scopus 로고
    • Shifting trends, segmented trends, and infrequent permanent shocks
    • Balke, N. S. and Fomby, T. B. 'Shifting trends, segmented trends, and infrequent permanent shocks', Journal of Monetary Economics, 28 (1991), 61-85.
    • (1991) Journal of Monetary Economics , vol.28 , pp. 61-85
    • Balke, N.S.1    Fomby, T.B.2
  • 3
    • 0004257659 scopus 로고
    • unpublished PhD dissertation, University of Wisconsin, Madison, Department of Statistics
    • Chang, I. Outliers in Time Series, unpublished PhD dissertation, University of Wisconsin, Madison, Department of Statistics, 1982.
    • (1982) Outliers in Time Series
    • Chang, I.1
  • 4
    • 84910792739 scopus 로고
    • Random level-shift time series models, ARIMA approximations, and level-shift detection
    • Chen, C. and Tiao, G. C. 'Random level-shift time series models, ARIMA approximations, and level-shift detection', Journal of Business & Economic Statistics, 8 (1990), 83-97.
    • (1990) Journal of Business & Economic Statistics , vol.8 , pp. 83-97
    • Chen, C.1    Tiao, G.C.2
  • 5
    • 0017875638 scopus 로고
    • The problem of the Nile: Conditional solution to a change-point problem
    • Cobb, G. W. 'The problem of the Nile: conditional solution to a change-point problem', Biometrica, 65 (1978), 243-51.
    • (1978) Biometrica , vol.65 , pp. 243-251
    • Cobb, G.W.1
  • 9
    • 0000899296 scopus 로고
    • The great crash, the oil price shock, and teh unit root hypothesis
    • Perron, P. 'The great crash, the oil price shock, and teh unit root hypothesis', Econometrica, 57 (1989), 1361-401.
    • (1989) Econometrica , vol.57 , pp. 1361-1401
    • Perron, P.1
  • 10
    • 84948500109 scopus 로고
    • Testing for a unit root in a time series with a changing trend
    • Perron, P. 'Testing for a unit root in a time series with a changing trend', Journal of Business & Economic Statistics, 5 (1990), 153-62.
    • (1990) Journal of Business & Economic Statistics , vol.5 , pp. 153-162
    • Perron, P.1
  • 11
    • 0000875323 scopus 로고
    • Time series model specification in the presence of outliers
    • Tsay, R. S. 'Time series model specification in the presence of outliers', Journal of the American Statistical Association, 81 (1986), 132-41.
    • (1986) Journal of the American Statistical Association , vol.81 , pp. 132-141
    • Tsay, R.S.1
  • 12
    • 84944452417 scopus 로고
    • Outliers, level shifts, and variance changes in time series
    • Tsay, R. S. 'Outliers, level shifts, and variance changes in time series', Journal of Forecasting, 7 (1988), 1-20.
    • (1988) Journal of Forecasting , vol.7 , pp. 1-20
    • Tsay, R.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.