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Volumn 139, Issue 2, 2009, Pages 335-349

Robust online scale estimation in time series: A model-free approach

Author keywords

Breakdown point; Influence function; Online monitoring; Outliers; Robust scale estimation

Indexed keywords


EID: 55149111606     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2008.04.018     Document Type: Article
Times cited : (16)

References (16)
  • 1
    • 23744473058 scopus 로고    scopus 로고
    • Breakdown and groups
    • Davies P., and Gather U. Breakdown and groups. Ann. Statist. 33 (2005) 977-1035
    • (2005) Ann. Statist. , vol.33 , pp. 977-1035
    • Davies, P.1    Gather, U.2
  • 2
  • 3
    • 33646708485 scopus 로고    scopus 로고
    • Robust estimation of scale for local linear temporal trends
    • Fried R., and Gather U. Robust estimation of scale for local linear temporal trends. Tatra Mountains Math. Publications 26 (2003) 87-101
    • (2003) Tatra Mountains Math. Publications , vol.26 , pp. 87-101
    • Fried, R.1    Gather, U.2
  • 4
    • 0001106460 scopus 로고
    • Residual variance and residual pattern in nonlinear regression
    • Gasser T., Sroka L., and Jennen-Steinmetz C. Residual variance and residual pattern in nonlinear regression. Biometrika 73 (1986) 625-633
    • (1986) Biometrika , vol.73 , pp. 625-633
    • Gasser, T.1    Sroka, L.2    Jennen-Steinmetz, C.3
  • 5
    • 55149109521 scopus 로고    scopus 로고
    • Gather, U., Fried, R., 2004. Methods and algorithms for robust filtering. In: Antoch, J. (Ed.), Invited Paper in COMPSTAT 2004, Proceedings in Computational Statistics, pp. 159-170.
    • Gather, U., Fried, R., 2004. Methods and algorithms for robust filtering. In: Antoch, J. (Ed.), Invited Paper in COMPSTAT 2004, Proceedings in Computational Statistics, pp. 159-170.
  • 6
    • 33747288242 scopus 로고    scopus 로고
    • Online signal extraction by robust linear regression
    • Gather U., Schettlinger K., and Fried R. Online signal extraction by robust linear regression. Comput. Statist. 21 (2006) 33-51
    • (2006) Comput. Statist. , vol.21 , pp. 33-51
    • Gather, U.1    Schettlinger, K.2    Fried, R.3
  • 7
    • 55149090555 scopus 로고    scopus 로고
    • Gelper, S., Schettlinger, K., Croux, C., Gather, U., 2008. Robust online scale estimation in time series: a model-free approach. Technical Report, Katholieke Universiteit Leuven 〈www.econ.kuleuven.be/sarah.gelper/public〉.
    • Gelper, S., Schettlinger, K., Croux, C., Gather, U., 2008. Robust online scale estimation in time series: a model-free approach. Technical Report, Katholieke Universiteit Leuven 〈www.econ.kuleuven.be/sarah.gelper/public〉.
  • 8
    • 84950646761 scopus 로고
    • The influence curve and its role in robust estimation
    • Hampel F. The influence curve and its role in robust estimation. Ann. Statist. 69 (1974) 383-393
    • (1974) Ann. Statist. , vol.69 , pp. 383-393
    • Hampel, F.1
  • 9
    • 0001442662 scopus 로고
    • Robust nonparametric regression with simultaneous scale curve estimation
    • Härdle W., and Tsybakov A. Robust nonparametric regression with simultaneous scale curve estimation. Ann. Statist. 16 (1988) 120-135
    • (1988) Ann. Statist. , vol.16 , pp. 120-135
    • Härdle, W.1    Tsybakov, A.2
  • 10
    • 55149125432 scopus 로고    scopus 로고
    • Hotta, L., Tsay, R., 1998. Outliers in GARCH processes. Manuscript.
    • Hotta, L., Tsay, R., 1998. Outliers in GARCH processes. Manuscript.
  • 12
    • 0001893596 scopus 로고
    • Robust estimation in dependent situations
    • Portnoy S. Robust estimation in dependent situations. Ann. Statist. 5 (1977) 22-43
    • (1977) Ann. Statist. , vol.5 , pp. 22-43
    • Portnoy, S.1
  • 13
    • 84885933908 scopus 로고
    • Alternatives to the median absolute deviation
    • Rousseeuw P., and Croux C. Alternatives to the median absolute deviation. J. Amer. Statist. Assoc. 88 (1993) 1273-1283
    • (1993) J. Amer. Statist. Assoc. , vol.88 , pp. 1273-1283
    • Rousseeuw, P.1    Croux, C.2
  • 14
    • 0041593710 scopus 로고    scopus 로고
    • Regression-free and robust estimation of scale for bivariate data
    • Rousseeuw P., and Hubert M. Regression-free and robust estimation of scale for bivariate data. Comput. Statist. Data Anal. 21 (1996) 67-85
    • (1996) Comput. Statist. Data Anal. , vol.21 , pp. 67-85
    • Rousseeuw, P.1    Hubert, M.2
  • 16
    • 0000972131 scopus 로고
    • Robust regression using repeated medians
    • Siegel A. Robust regression using repeated medians. Biometrika 69 (1982) 242-244
    • (1982) Biometrika , vol.69 , pp. 242-244
    • Siegel, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.