About: Simulation study for robustness and consistency of minimum distance density estimates under physical data framework

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We are interested in consistency of these estimates and their robustness, as well as its impact to the physical data processing coming from an accelerated physics. We introduce a wide class of modifications of the Kolmogorov-Cramér distance by implementing data-based weight functions, random selecting of differences to be summed up, and using various coefficient modifications. All these new estimates are defined to preserve consistency and simultaneously to have better robust properties than the Kolmogorov estimate.We perform an extensive simulation study to compare robustness of newly introduced estimates with the original Kolmogorov and Cramér-von Mises estimates. We are interested in consistency of these estimates and their robustness, as well as its impact to the physical data processing coming from an accelerated physics. We introduce a wide class of modifications of the Kolmogorov-Cramér distance by implementing data-based weight functions, random selecting of differences to be summed up, and using various coefficient modifications. All these new estimates are defined to preserve consistency and simultaneously to have better robust properties than the Kolmogorov estimate.We perform an extensive simulation study to compare robustness of newly introduced estimates with the original Kolmogorov and Cramér-von Mises estimates. (en)
Title	Simulation study for robustness and consistency of minimum distance density estimates under physical data framework Simulation study for robustness and consistency of minimum distance density estimates under physical data framework (en)
skos:prefLabel	Simulation study for robustness and consistency of minimum distance density estimates under physical data framework Simulation study for robustness and consistency of minimum distance density estimates under physical data framework (en)
skos:notation	RIV/68407700:21240/12:00197408!RIV13-MSM-21240___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(LG12020), S, Z(MSM6840770039)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Hanousková, Jitka
http://linked.open.../riv/druhVysledku	O - Ostatní výsledky nezařaditelné do žádného z výše uvedených druhů výsledku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	168073
http://linked.open...ai/riv/idVysledku	RIV/68407700:21240/12:00197408
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Minimum distance estimator; consistency; robustness; Cramér-von Mises distance (en)
http://linked.open.../riv/klicoveSlovo	Cramér-von Mises distance consistency robustness Minimum distance estimator
http://linked.open...ontrolniKodProRIV	[3884411A51FB]
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Advanced statistical analysis and non-statistical separation techniques for physical processing detection in data sets sampled by means of elementary particle accelerators.
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Kůs, Václav Hrabáková, Jitka
http://linked.open...n/vavai/riv/zamer	Matematické, počítačové a experimentální metody ve fyzice
http://localhost/t...ganizacniJednotka	21240

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