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Volumn 99, Issue 9, 2008, Pages 2053-2081

Robust parameter estimation with a small bias against heavy contamination

Author keywords

62F10; 62F12; 62F35; Bias; Characterization; Cross entropy; Divergence; primary; Pythagorean relation; secondary

Indexed keywords


EID: 52749094881     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2008.02.004     Document Type: Article
Times cited : (252)

References (16)
  • 2
    • 0001640740 scopus 로고    scopus 로고
    • Robust and efficient estimation by minimising a density power divergence
    • Basu A., Harris I.R., Hjort N.L., and Jones M.C. Robust and efficient estimation by minimising a density power divergence. Biometrika 85 (1998) 549-559
    • (1998) Biometrika , vol.85 , pp. 549-559
    • Basu, A.1    Harris, I.R.2    Hjort, N.L.3    Jones, M.C.4
  • 3
    • 0000202692 scopus 로고
    • Time-efficient algorithms for two highly robust estimators of scale
    • Croux C., and Rousseeuw P.J. Time-efficient algorithms for two highly robust estimators of scale. Comput. Statist. 2 (1992) 411-428
    • (1992) Comput. Statist. , vol.2 , pp. 411-428
    • Croux, C.1    Rousseeuw, P.J.2
  • 6
    • 1142272308 scopus 로고    scopus 로고
    • A comparison of related density-based minimum divergence estimators
    • Jones M.C., Hjort N.L., Harris I.R., and Basu A. A comparison of related density-based minimum divergence estimators. Biometrika 88 (2001) 865-873
    • (2001) Biometrika , vol.88 , pp. 865-873
    • Jones, M.C.1    Hjort, N.L.2    Harris, I.R.3    Basu, A.4
  • 7
    • 0001554897 scopus 로고    scopus 로고
    • On asymptotic properties of predictive distributions
    • Komaki F. On asymptotic properties of predictive distributions. Biometrika 83 (1996) 299-313
    • (1996) Biometrika , vol.83 , pp. 299-313
    • Komaki, F.1
  • 8
    • 84898999495 scopus 로고    scopus 로고
    • Boosting and maximum likelihood for exponential models
    • Lebanon G., and Lafferty J. Boosting and maximum likelihood for exponential models. Adv. NIPS 14 (2002) 447-454
    • (2002) Adv. NIPS , vol.14 , pp. 447-454
    • Lebanon, G.1    Lafferty, J.2
  • 10
    • 0011652314 scopus 로고
    • Efficiency versus robustness: The case for minimum Hellinger distance and related methods
    • Lindsay B.G. Efficiency versus robustness: The case for minimum Hellinger distance and related methods. Ann. Statist. 22 (1994) 1081-1114
    • (1994) Ann. Statist. , vol.22 , pp. 1081-1114
    • Lindsay, B.G.1
  • 12
    • 33646771394 scopus 로고    scopus 로고
    • Robust gaussian graphical modeling
    • Miyamura M., and Kano Y. Robust gaussian graphical modeling. J. Multivariate Anal. 97 (2006) 1525-1550
    • (2006) J. Multivariate Anal. , vol.97 , pp. 1525-1550
    • Miyamura, M.1    Kano, Y.2
  • 13
    • 2942627097 scopus 로고    scopus 로고
    • Information geometry of U-Boost and Bregman divergence
    • Murata N., Takenouchi T., Kanamori T., and Eguchi S. Information geometry of U-Boost and Bregman divergence. Neural Comput. 16 (2004) 1437-1481
    • (2004) Neural Comput. , vol.16 , pp. 1437-1481
    • Murata, N.1    Takenouchi, T.2    Kanamori, T.3    Eguchi, S.4
  • 14
    • 84885933908 scopus 로고
    • Alternatives to the median absolute deviation
    • Rousseeuw P.J., 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.J.1    Croux, C.2
  • 15
    • 0035419755 scopus 로고    scopus 로고
    • Parametric statistical modeling by minimum integrated square error
    • Scott D.W. Parametric statistical modeling by minimum integrated square error. Technometrics 43 (2001) 274-285
    • (2001) Technometrics , vol.43 , pp. 274-285
    • Scott, D.W.1
  • 16
    • 0009891133 scopus 로고
    • Robustifying model fitting
    • Windham M.P. Robustifying model fitting. J. Roy. Statist. Soc. B 43 (1995) 599-609
    • (1995) J. Roy. Statist. Soc. B , vol.43 , pp. 599-609
    • Windham, M.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.