Detail publikačního výsledku

Qusi-Norms for Discrete Probability Distribution Estimation

ŠÁCHA, J.; KARPÍŠEK, Z.; JURÁK, P.

Originální název

Qusi-Norms for Discrete Probability Distribution Estimation

Anglický název

Qusi-Norms for Discrete Probability Distribution Estimation

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

divergence, quasi-norm, discrete probability distribution estimation

Klíčová slova v angličtině

divergence, quasi-norm, discrete probability distribution estimation

Autoři

ŠÁCHA, J.; KARPÍŠEK, Z.; JURÁK, P.

Vydáno

20.09.2007

Nakladatel

VŠB - Technical University of Ostrava

Místo

Ostrava, Czech republic

ISBN

978-80-248-1575-6

Kniha

Risk, quality and reliability

Edice

1

Strany od

179

Strany do

186

Strany počet

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"
}