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Volumn , Issue , 2011, Pages 119-128

Regression with imprecise data: A robust approach

Author keywords

Complex uncertainty; Identification regions; Imprecise data; Imprecise probability distributions; Informative coarsening; Interval dominance; Likelihood inference; Nonparametric statistics; Robust regression; Survey data

Indexed keywords

COMPLEX UNCERTAINTY; IMPRECISE DATA; INTERVAL DOMINANCES; LIKELIHOOD INFERENCE; NON-PARAMETRIC STATISTICS; ROBUST REGRESSIONS; SURVEY DATA;

EID: 84866052045     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (2)

References (23)
  • 6
    • 4644341667 scopus 로고    scopus 로고
    • Updating beliefs with incomplete observations
    • de Cooman, G., and Zaffalon, M. (2004). Updating beliefs with incomplete observations. Artif. Intell. 159, 75-125.
    • (2004) Artif. Intell. , vol.159 , pp. 75-125
    • De Cooman, G.1    Zaffalon, M.2
  • 8
    • 38849172310 scopus 로고    scopus 로고
    • Experimental uncertainty estimation and statistics for data having interval uncertainty
    • Sandia National Laboratories
    • Ferson, S., Kreinovich, V., Hajagos, J., Oberkampf, W., and Ginzburg, L. (2007). Experimental Uncertainty Estimation and Statistics for Data Having Interval Uncertainty. Technical Report SAND2007- 0939. Sandia National Laboratories.
    • (2007) Technical Report SAND2007- 0939
    • Ferson, S.1    Kreinovich, V.2    Hajagos, J.3    Oberkampf, W.4    Ginzburg, L.5
  • 9
    • 15544378996 scopus 로고    scopus 로고
    • Rounded responses to income questions
    • Hanisch, J. U. (2005). Rounded responses to income questions. Allg. Stat. Arch. 89, 39-48.
    • (2005) Allg. Stat. Arch. , vol.89 , pp. 39-48
    • Hanisch, J.U.1
  • 10
    • 0000993483 scopus 로고
    • Ignorability and coarse data
    • Heitjan, D. F., and Rubin, D. B. (1991). Ignorability and coarse data. Ann. Stat. 19, 2244-2253.
    • (1991) Ann. Stat. , vol.19 , pp. 2244-2253
    • Heitjan, D.F.1    Rubin, D.B.2
  • 11
    • 0000596241 scopus 로고
    • Interval estimation from the likelihood function
    • Hudson, D. J. (1971). Interval estimation from the likelihood function. J. R. Stat. Soc. B 33, 256-262.
    • (1971) J. R. Stat. Soc. B , vol.33 , pp. 256-262
    • Hudson, D.J.1
  • 14
    • 0011019957 scopus 로고    scopus 로고
    • Oxford University Press
    • Pawitan, Y. (2001). In All Likelihood. Oxford University Press.
    • (2001) All Likelihood
    • Pawitan, Y.1
  • 18
    • 84866029098 scopus 로고    scopus 로고
    • Unbiasedness in least quantile regression
    • Physica-Verlag
    • Tasche, D. (2003). Unbiasedness in least quantile regression. In Developments in Robust Statistics. Physica-Verlag, 377-386.
    • (2003) Developments in Robust Statistics. , pp. 377-386
    • Tasche, D.1
  • 20
    • 84883235969 scopus 로고    scopus 로고
    • Combining imprecise bayesian and maximum likelihood estimation for reliability growth models
    • SIPTA
    • Utkin, L., Zatenko, S., and Coolen, F. (2009). Combining imprecise Bayesian and maximum likelihood estimation for reliability growth models. In ISIPTA '09. SIPTA, 421-430.
    • (2009) ISIPTA '09 , pp. 421-430
    • Utkin, L.1    Zatenko, S.2    Coolen, F.3
  • 22
    • 0343610538 scopus 로고    scopus 로고
    • On computing the least quantile of squares estimate
    • Watson, G. A. (1998). On computing the least quantile of squares estimate. SIAM J. Sci. Comput. 19, 1125-1138.
    • (1998) SIAM J. Sci. Comput , vol.19 , pp. 1125-1138
    • Watson, G.A.1
  • 23
    • 70350475361 scopus 로고    scopus 로고
    • Conservative inference rule for uncertain reasoning under incompleteness
    • Zaffalon, M., and Miranda, E. (2009). Conservative inference rule for uncertain reasoning under incompleteness. J. Artif. Intell. Res. (JAIR) 34, 757-821.
    • (2009) J. Artif. Intell. Res. (JAIR) , vol.34 , pp. 757-821
    • Zaffalon, M.1    Miranda, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.