Density estimation

L. Györfi (1981) "Strong consistent density estimate from ergodic sample" J. Multivariate Analysis, 11, pp. 81-84

L. Devroye, L. Györfi (1985) Nonparametric Density Estimation: the L1 View, Wiley. Russian translation: Mir, 1988. PDF

L. Györfi, G. Lugosi (1992) "Kernel density estimation from ergodic sample is not universally consistent", Computational Statistics & Data Analysis, 14, pp. 437-442.

J. Beirlant, L. Györfi, G. Lugosi (1994) "On the asymptotic normality of the L1- and L2- errors in the histogram density estimation" Canadian J. Statistics, 22, pp. 309-318.

A. Berlinet, L. Devroye, L. Györfi (1995) "On the asymptotic normality of the L1- error in the histogram density estimation" Statistics, 26, pp. 329-343.

J. Beirlant, L. Györfi (1998) "On the L1-error in histogram density estimation: the multidimensional case" J. Nonparametric Statistics, 9, pp. 197-216.

J. Beirlant, A. Berlinet, L. Györfi (1999) "On piecewise linear density estimation" Statistica Neerlandica, 53, pp. 287-308.

L. Györfi, D. Schäfer, H. Walk (2002) "Relative stability of some nonparametric function estimators", IEEE Trans. Information Theory, 48, pp. 2230-2242.