Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation

An alternative method of cross-validation for the smoothing of density estimates

Adrian Bowman · Biometrika · 1984 · 904 citations

Computing, Data Science, Econometrics +16

Nonparametric Density Estimation: The L 1 View.

James R. Thompson, Luc Devroye, László Györfi · Journal of the American Statistical Association · 1987 · 804 citations

Natural Sciences, Biostatistics, Bayesian Data Analysis +11

On Some Global Measures of the Deviations of Density Function Estimates

Peter J. Bickel, M. Rosenblatt · The Annals of Statistics · 1973 · 761 citations · Full text

Natural Sciences, Mathematics, Probability Theory +15

Nonparametric Density Estimation: The L 1 View.

Charles Taylor, Luc Devroye, László Györfi · Journal of the Royal Statistical Society Series A (General) · 1985 · 745 citations

Natural Sciences, Biostatistics, Bayesian Data Analysis +11

Empirical Choice of Histograms and Kernel Density Estimators

Mats Rudemo · 1982 · 735 citations

Natural Sciences, Data Science, Risk Analysis +15