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Volumn 138, Issue 10, 2008, Pages 3200-3216

Robust estimation of error scale in nonparametric regression models

Author keywords

Asymptotic breakdown point; Consecutive differences; Error scale; Fixed design; M scale estimator; M scale functional; Maxbias; Nonparametric regression; Outliers; Robust

Indexed keywords


EID: 45049087454     PISSN: 03783758     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jspi.2008.01.005     Document Type: Article
Times cited : (15)

References (13)
  • 1
    • 0016061478 scopus 로고
    • The fitting of power series, meaning polynomials, illustrated on band-spectroscopic data
    • Beaton A.E., and Tukey J.W. The fitting of power series, meaning polynomials, illustrated on band-spectroscopic data. Technometrics 16 (1974) 147-185
    • (1974) Technometrics , vol.16 , pp. 147-185
    • Beaton, A.E.1    Tukey, J.W.2
  • 2
    • 0001052553 scopus 로고
    • Robust nonparametric regression estimation for dependent observations
    • Boente G., and Fraiman R. Robust nonparametric regression estimation for dependent observations. Ann. Statist. 17 (1989) 1242-1256
    • (1989) Ann. Statist. , vol.17 , pp. 1242-1256
    • Boente, G.1    Fraiman, R.2
  • 3
    • 0031567958 scopus 로고    scopus 로고
    • Robust plug-in bandwidth estimators in nonparametric regression
    • Boente G., Fraiman R., and Feloche J. Robust plug-in bandwidth estimators in nonparametric regression. J. Statist. Plann. Inference 57 (1997) 109-142
    • (1997) J. Statist. Plann. Inference , vol.57 , pp. 109-142
    • Boente, G.1    Fraiman, R.2    Feloche, J.3
  • 4
    • 0041878437 scopus 로고    scopus 로고
    • Resistant selection of the smoothing parameter for smoothing splines
    • Cantoni E., and Ronchetti E. Resistant selection of the smoothing parameter for smoothing splines. Statist. Comput. 11 (2001) 141-146
    • (2001) Statist. Comput. , vol.11 , pp. 141-146
    • Cantoni, E.1    Ronchetti, E.2
  • 6
    • 18244372185 scopus 로고    scopus 로고
    • Estimating the variance in nonparametric regression-what is a reasonable choice?
    • Dette H., Munk A., and Wagner T. Estimating the variance in nonparametric regression-what is a reasonable choice?. J. Roy. Statist. Soc. 60 (1998) 751-764
    • (1998) J. Roy. Statist. Soc. , vol.60 , pp. 751-764
    • Dette, H.1    Munk, A.2    Wagner, T.3
  • 7
    • 45049087130 scopus 로고    scopus 로고
    • Ghement, I., Ruiz, M., Zamar, R., 2006. Robust estimation of error scale in nonparametric regression models. Technical Report # 218. Department of Statistics, University of British Columbia.
    • Ghement, I., Ruiz, M., Zamar, R., 2006. Robust estimation of error scale in nonparametric regression models. Technical Report # 218. Department of Statistics, University of British Columbia.
  • 8
    • 33645572922 scopus 로고    scopus 로고
    • Robust SiZer for exploration of regression structures and outlier detection
    • Hannig J., and Lee T.C.M. Robust SiZer for exploration of regression structures and outlier detection. J. Comput. Graph. Statist. 15 (2006) 101-117
    • (2006) J. Comput. Graph. Statist. , vol.15 , pp. 101-117
    • Hannig, J.1    Lee, T.C.M.2
  • 10
    • 0001442662 scopus 로고
    • Robust nonparametric regression with simultaneous scale curve estimation
    • Härdle W., and Tsybakov A.B. 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.B.2
  • 11
    • 45049085791 scopus 로고    scopus 로고
    • Cross-validation in nonparametric regression with outliers
    • Leung D.H.-Y. Cross-validation in nonparametric regression with outliers. J. Nonparametric Statist. 2 (2005) 333-339
    • (2005) J. Nonparametric Statist. , vol.2 , pp. 333-339
    • Leung, D.H.-Y.1
  • 13
    • 0000006440 scopus 로고
    • Bandwidth choice for nonparametric regression
    • Rice J. Bandwidth choice for nonparametric regression. Ann. Statist. 12 (1984) 1215-1230
    • (1984) Ann. Statist. , vol.12 , pp. 1215-1230
    • Rice, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.