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Volumn 53, Issue 5, 2007, Pages 1872-1879

Nonparametric estimation of conditional distributions

Author keywords

Conditional density; Conditional distribution; Confidence sets; Partitioning estimate; Poisson regression; Rate of convergence; Universal consistency

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS; INTEGRATION; PROBABILITY DENSITY FUNCTION; REGRESSION ANALYSIS;

EID: 34248532373     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2007.894631     Document Type: Article
Times cited : (29)

References (11)
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  • 3
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  • 5
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    • 1 error of partitioning estimates of a regression function
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    • 1 error of partitioning estimates of a regression function," in Probability and Statistical Decision Theory, F. Konecny, J. Mogyoródi, and W. Wertz, Eds. Dordrecht, The Netherlands: Reidel, 1985, pp. 67-76.
    • (1985) Probability and Statistical Decision Theory , pp. 67-76
    • Devroye, L.1    Györfi, L.2
  • 6
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    • No empirical measure can converge in the total variation sense for all distribution
    • L. Devroye and L. Györfi, "No empirical measure can converge in the total variation sense for all distribution," Ann. Statist., vol. 18, pp. 1496-1499, 1990.
    • (1990) Ann. Statist , vol.18 , pp. 1496-1499
    • Devroye, L.1    Györfi, L.2
  • 7
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    • Distribution and density estimation
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    • L. Devroye and L. Györfi, "Distribution and density estimation," in Principles of Nonparametric Learning, L. Gyorfi, Ed. Vienna, Austria: Springer-Verlag, 2002, pp. 223-286.
    • (2002) Principles of Nonparametric Learning , pp. 223-286
    • Devroye, L.1    Györfi, L.2
  • 9
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    • Universal consistency of a regression estimate for unbounded regression functions
    • Nonparametric Functional Estimation and Related Topics, G. Roussas, Ed. Dordrecht, The Netherlands: Kluwer Academic
    • L. Györfi, "Universal consistency of a regression estimate for unbounded regression functions," in Nonparametric Functional Estimation and Related Topics, ser. NATO ASI Series, G. Roussas, Ed. Dordrecht, The Netherlands: Kluwer Academic, 1991, pp. 329-338.
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  • 10
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    • L. Györfi, M. Kohler, A. Krzyzak, H., and Walk, A Distribution-Free Theory of Nonparametric Regression, ser. Springer Series in Statistics. New York: Springer-Verlag, 2002.
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    • Asymptotic confidence intervals for Poisson regression
    • accepted for publication
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.