Publication detail
Qusi-Norms for Discrete Probability Distribution Estimation
ŠÁCHA, J. KARPÍŠEK, Z. JURÁK, P.
English title
Qusi-Norms for Discrete Probability Distribution Estimation
Type
Paper in proceedings (conference paper)
Language
en
Original abstract
This article is focused on theorecical and applicational problems with estimation of a discrete probability distributions from observed data. Theoretical aspects come out from minimizing Hellinger, Shannon and Pearson quasi-norm with given constraints. These quasi-norms are based on term of f-divergence of probability distribution. Some examples of applications are shown.
Keywords in English
divergence, quasi-norm, discrete probability distribution estimation
Released
2007-09-20
Publisher
VŠB – Technical University of Ostrava
Location
Ostrava, Czech republic
ISBN
978-80-248-1575-6
Book
Risk, quality and reliability
Pages from–to
179–186
Pages count
7
BIBTEX
@inproceedings{BUT28680,
author="Jakub {Šácha} and Zdeněk {Karpíšek} and Petr {Jurák}",
title="Qusi-Norms for Discrete Probability Distribution Estimation",
booktitle="Risk, quality and reliability",
year="2007",
series="1",
number="1",
pages="179--186",
publisher="VŠB - Technical University of Ostrava",
address="Ostrava, Czech republic",
isbn="978-80-248-1575-6"
}