Ústav teorie informace a automatizace

Jste zde

Bibliografie

Journal Article

Generalized piecewise linear histograms

Berlinet A., Hobza Tomáš, Vajda Igor

: Statistica Neerlandica vol.56, 3 (2002), p. 301-313

: CEZ:AV0Z1075907

: GA102/99/1137, GA ČR

: nonparametric density estimation, densitogram, mean integrated absolute error

(eng): We extend the concept of piecewise linear histogram introduced recently by Beirlant, Berlinet and Gyorfi. The disadvantage of that histogram is that in many models it takes on negative values with probability close to 1. We show that for a wide set of models, the extended class of estimates contains a bona fide density with probability tending to 1 as the sample size n increases to infinity, with the error decreasing with the same rate as in the original narrower class.

: 12B

: BB

07.01.2019 - 08:39