Publication detail

Divergences for Discrete Probability Distribution Estimations

KARPÍŠEK, Z. JURÁK, P. ŠÁCHA, J.

Original Title

Divergences for Discrete Probability Distribution Estimations

Type

conference paper

Language

English

Original Abstract

The paper is concerned with searching for the solution of the statistical problem discrete probability distribution estimation from observed data by minimizing Hellinger, Shannon, and Pearson quasi-norm with given constraints.

Keywords

f-divergence, quasi-norm, discrete probability distribution estimation

Authors

KARPÍŠEK, Z.; JURÁK, P.; ŠÁCHA, J.

RIV year

2007

Released

31. 12. 2007

Publisher

Masaryk University Brno

Location

Brno

ISBN

978-80-210-4493-7

Book

Proceedings of Summer School DATASTAT 2006

Pages from

109

Pages to

120

Pages count

12

BibTex

@inproceedings{BUT28940,
  author="Zdeněk {Karpíšek} and Petr {Jurák} and Jakub {Šácha}",
  title="Divergences for Discrete Probability Distribution Estimations",
  booktitle="Proceedings of Summer School DATASTAT 2006",
  year="2007",
  pages="109--120",
  publisher="Masaryk University Brno",
  address="Brno",
  isbn="978-80-210-4493-7"
}