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Statements

Subject Item
n2:RIV%2F60162694%3AG42__%2F11%3A00448983%21RIV12-GA0-G42_____
rdf:type
n5:Vysledek skos:Concept
rdfs:seeAlso
http://vavtest.unob.cz/registr
dcterms:description
The contribution deals with change point detection in a one-dimensional stochastic process when using sparse parameter estimation from an overparametrized model. A stochastic process with change in the mean is estimated using dictionary consisting of Heaviside functions. The basis pursuit algorithm is applied to get sparse parameter estimates. Impact of serial correlations on change point detection is studied by simulations. The contribution deals with change point detection in a one-dimensional stochastic process when using sparse parameter estimation from an overparametrized model. A stochastic process with change in the mean is estimated using dictionary consisting of Heaviside functions. The basis pursuit algorithm is applied to get sparse parameter estimates. Impact of serial correlations on change point detection is studied by simulations.
dcterms:title
Impact of Serial Correlation on Change Point Detection by Sparse Parameter Estimation Impact of Serial Correlation on Change Point Detection by Sparse Parameter Estimation
skos:prefLabel
Impact of Serial Correlation on Change Point Detection by Sparse Parameter Estimation Impact of Serial Correlation on Change Point Detection by Sparse Parameter Estimation
skos:notation
RIV/60162694:G42__/11:00448983!RIV12-GA0-G42_____
n3:aktivita
n11:Z n11:P
n3:aktivity
P(GPP402/10/P209), Z(MSM0021622418)
n3:dodaniDat
n14:2012
n3:domaciTvurceVysledku
n12:4531930
n3:druhVysledku
n19:D
n3:duvernostUdaju
n9:S
n3:entitaPredkladatele
n20:predkladatel
n3:idSjednocenehoVysledku
203713
n3:idVysledku
RIV/60162694:G42__/11:00448983
n3:jazykVysledku
n17:eng
n3:klicovaSlova
Change point detection; overparametrized model; sparse parameter estimation; serial correlation
n3:klicoveSlovo
n10:Change%20point%20detection n10:sparse%20parameter%20estimation n10:overparametrized%20model n10:serial%20correlation
n3:kontrolniKodProRIV
[5E250916A2EF]
n3:mistoKonaniAkce
Bratislava
n3:mistoVydani
Bratislava
n3:nazevZdroje
10th International Conference on Applied Mathematics (APLIMAT 2011)
n3:obor
n13:BB
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
2
n3:projekt
n22:GPP402%2F10%2FP209
n3:rokUplatneniVysledku
n14:2011
n3:tvurceVysledku
Neubauer, Jiří Veselý, Vítězslav
n3:typAkce
n16:WRD
n3:zahajeniAkce
2010-01-01+01:00
n3:zamer
n18:MSM0021622418
s:numberOfPages
5
n6:hasPublisher
Slovenská technická univerzita v Bratislave
n7:isbn
978-80-89313-51-8
n21:organizacniJednotka
G42