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On Reduction of Mix...
On Reduction of Mixtures of the Exponential Family Distributions
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- Ardeshiri, Tohid, 1980- (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan,Automatic Control
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- Özkan, Emre (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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- Orguner, Umut (författare)
- Middle East Technical University,Department of Electrical and Electronics Engineering
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(creator_code:org_t)
- Linköping : Linköping University Electronic Press, 2013
- Engelska 48 s.
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Serie: LiTH-ISY-R, 1400-3902 ; 3076
- Relaterad länk:
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https://liu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
Nyckelord
- 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.
Publikations- och innehållstyp
- vet (ämneskategori)
- rap (ämneskategori)