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Volumn 63, Issue 2, 2006, Pages 169-190

Distortion in statistical inference: The distinction between data contamination and model deviation

Author keywords

Classical statistical inference; Data contamination; Distortion; Inferential performance; Model deviation

Indexed keywords


EID: 33645315489     PISSN: 00261335     EISSN: 1435926X     Source Type: Journal    
DOI: 10.1007/s00184-005-0010-2     Document Type: Article
Times cited : (5)

References (22)
  • 5
    • 0001490588 scopus 로고
    • Assessment of local influence
    • Cook RD (1986) Assessment of local influence. J R Stat Soc Series B 48(2):133-169
    • (1986) J R Stat Soc Series B , vol.48 , Issue.2 , pp. 133-169
    • Cook, R.D.1
  • 6
    • 0000266501 scopus 로고
    • Comparison of model misspecification diagnostics using residuals from least mean of squares and least median of squares fits
    • Cook RD, Hawkins DM, Weisberg S (1992) Comparison of model misspecification diagnostics using residuals from least mean of squares and least median of squares fits. J Am Stat Assoc 87(418):419-424
    • (1992) J Am Stat Assoc , vol.87 , Issue.418 , pp. 419-424
    • Cook, R.D.1    Hawkins, D.M.2    Weisberg, S.3
  • 8
    • 33645307763 scopus 로고
    • Inference, statistical: I
    • Kotz S, Johnson NL (eds)
    • Dawid AP (1983) Inference, statistical: I. In: Kotz S, Johnson NL (eds) Encyclopedia of statistical sciences, vol 4. Wiley, New York, pp 89-105
    • (1983) Encyclopedia of Statistical Sciences , vol.4 , pp. 89-105
    • Dawid, A.P.1
  • 9
    • 0003597030 scopus 로고
    • Analysis of longitudinal data
    • Oxford University Press, Oxford, reprint with corrections
    • Diggle PJ, Liang KY, Zeger SL (1995) Analysis of longitudinal data. No. 13 in Oxford Statistical Science Series. Oxford University Press, Oxford, reprint with corrections
    • (1995) Oxford Statistical Science Series , vol.13
    • Diggle, P.J.1    Liang, K.Y.2    Zeger, S.L.3
  • 10
    • 0000172045 scopus 로고
    • The "automatic" robustness of minimum distance functionals
    • Donoho DL, Liu RC (1988) The "automatic" robustness of minimum distance functionals. Ann Stat 16(2):552-586
    • (1988) Ann Stat , vol.16 , Issue.2 , pp. 552-586
    • Donoho, D.L.1    Liu, R.C.2
  • 11
    • 33645296359 scopus 로고    scopus 로고
    • PhD-thesis, Department of Probability and Statistics, University of Sheffield, United Kingdom
    • Grunert da Fonseca V, (1999). Data contamination versus model deviation. PhD-thesis, Department of Probability and Statistics, University of Sheffield, United Kingdom.
    • (1999) Data Contamination Versus Model Deviation
    • Grunert Da Fonseca, V.1
  • 13
    • 21144483998 scopus 로고
    • Lower bounds for contamination bias: Globally minimax versus locally linear estimation
    • He X, Simpson DG (1993) Lower bounds for contamination bias: globally minimax versus locally linear estimation. Ann Stat 21(1):314-337
    • (1993) Ann Stat , vol.21 , Issue.1 , pp. 314-337
    • He, X.1    Simpson, D.G.2
  • 14
    • 33645324492 scopus 로고
    • Resistant and robust procedures
    • Hoaglin DC, Moore DS (eds) Perspectives on contemporary statistics. Mathematical association of America
    • Hettmansperger TP, Sheather SJ (1992) Resistant and robust procedures. In: Hoaglin DC, Moore DS (eds) Perspectives on contemporary statistics. Mathematical association of America, no. 21 in MAA notes, pp 145-170
    • (1992) MAA Notes , vol.21 , pp. 145-170
    • Hettmansperger, T.P.1    Sheather, S.J.2
  • 15
    • 0003934546 scopus 로고    scopus 로고
    • Hoaglin DC, Mosteller F, Tukey JW (eds). Wiley Classics Library, Wiley, New York
    • Hoaglin DC, Mosteller F, Tukey JW (eds) (2000) Understanding robust and exploratory data analysis. Wiley Classics Library, Wiley, New York
    • (2000) Understanding Robust and Exploratory Data Analysis
  • 18
    • 21344486161 scopus 로고
    • The use and interpretation of residuals based on robust estimation
    • McKean JW, Sheather SJ, Hettmansperger TP (1993) The use and interpretation of residuals based on robust estimation. J Am Stat Asso 88(424):1254-1263
    • (1993) J Am Stat Asso , vol.88 , Issue.424 , pp. 1254-1263
    • McKean, J.W.1    Sheather, S.J.2    Hettmansperger, T.P.3
  • 21
    • 33645287087 scopus 로고
    • Configural poly sampling. A route to practical robustness
    • Morgenthaler S, Tukey JW (eds), Wiley, New York
    • Morgenthaler S, Tukey JW (eds) (1991) Configural poly sampling. A route to practical robustness. Wiley series in probability and mathematical statistics, Wiley, New York
    • (1991) Wiley Series in Probability and Mathematical Statistics


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.