liu.seSearch for publications in DiVA
EnglishSvenskaNorsk
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
On Reduction of Mixtures of the Exponential Family Distributions
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology. (Automatic Control)
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Middle East Technical University. (Department of Electrical and Electronics Engineering)
2013 (English)Report (Other academic)
Abstract [en]

Many estimation problems require a mixture reduction algorithm with which an increasing number of mixture components are reduced to a tractable level. In this technical report a discussion on dierent aspects of mixture reduction is given followed by a presentation of numerical simulation on reduction of mixture densities where the component density belongs to the exponential family of distributions.
Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2013. , p. 48
Series
LiTH-ISY-R, ISSN 1400-3902 ; 3076
Keywords [en]
Mixture density, mixture reduction, exponential family, integral square error, Kullback-Leibler divergence, Exponential Distribution, Weibull Distribution, Laplace Distribution, Rayleigh Distribution, Log-normal Distri- bution, Gamma Distribution, Inverse Gamma Distribution, Univariate Gaus- sian Distribution, Multivariate Gaussian Distribution, Gaussian Gamma Dis- tribution, Dirichlet distribution, Wishart Distribution, Inverse Wishart Dis- tribution, Gaussian Inverse Wishart Distribution.
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:liu:diva-100234ISRN: LiTH-ISY-R-3076OAI: oai:DiVA.org:liu-100234DiVA, id: diva2:661064
Available from: 2013-10-31 Created: 2013-10-31 Last updated: 2014-08-18Bibliographically approved

Open Access in DiVA

On Reduction of Mixtures of the Exponential Family Distributions(1454 kB)1506 downloads
File information
File name FULLTEXT02.pdfFile size 1454 kBChecksum SHA-512
ad90c69d3ebe0822a437c52fc9b7b85932023b4ae1e36047be27220c5650abc45edc1b7753565ea9f4bfa55d30041cc6ca921fb4dd274ce2ce6f5db02e51ff75
Type fulltextMimetype application/pdf

Authority records

Ardeshiri, TohidÖzkan, EmreOrguner, Umut

Search in DiVA

By author/editor
Ardeshiri, TohidÖzkan, EmreOrguner, Umut
By organisation
Automatic ControlThe Institute of Technology
Signal Processing

Search outside of DiVA

GoogleGoogle Scholar
Total: 1533 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 1095 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
v. 2.47.0
|
Accessibility
|
DiVA portal
|
DiVA Log in
|
Contact us
|
LiU University Library
|
SwePub
|
Uppsök