About: Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Rényi decomposable information divergences are the very new and promising concept used in statistical inference. They bring high robustness properties and relative practical feasibility. M-C simulation results for the Minimum Rényi Distance (MReD) estimates in the case of very sparse and scattered data (data with high variance) or small sample data sets are presented and the effect of input parameter alpha to the robustness is shown. Heuristic approach is proposed for such MReD estimates when the strict minimization leads to delta functions. Subsequent Rényi Divergence based Decision Tree signal separations are going to be carried out for the Single Top Quark decay channel, i.e. the data samples coming from high energy particle accelerator Tevatron in Fermilab obtained at the energy level 1.96TeV and the beam luminosity 9.5fb-1. Rényi decomposable information divergences are the very new and promising concept used in statistical inference. They bring high robustness properties and relative practical feasibility. M-C simulation results for the Minimum Rényi Distance (MReD) estimates in the case of very sparse and scattered data (data with high variance) or small sample data sets are presented and the effect of input parameter alpha to the robustness is shown. Heuristic approach is proposed for such MReD estimates when the strict minimization leads to delta functions. Subsequent Rényi Divergence based Decision Tree signal separations are going to be carried out for the Single Top Quark decay channel, i.e. the data samples coming from high energy particle accelerator Tevatron in Fermilab obtained at the energy level 1.96TeV and the beam luminosity 9.5fb-1. (en)
Title	Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation (en)
skos:prefLabel	Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation Robust Rényi decomposable minimum distance estimators used in decision tree based single top quark signal separation (en)
skos:notation	RIV/68407700:21340/13:00210457!RIV14-MSM-21340___
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(LG12020), Z(MSM6840770039)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Kučera, Jan Kůs, Václav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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 jaderná a fyzikálně inženýrská
http://linked.open...dnocenehoVysledku	103172
http://linked.open...ai/riv/idVysledku	RIV/68407700:21340/13:00210457
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Minimum distance estimators; robustness; phi-divergences; decision trees (en)
http://linked.open.../riv/klicoveSlovo	decision trees robustness phi-divergences Minimum distance estimators
http://linked.open...ontrolniKodProRIV	[211E6A5D685B]
http://linked.open...v/mistoKonaniAkce	Nebřich
http://linked.open...i/riv/mistoVydani	Praha
http://linked.open...i/riv/nazevZdroje	SPMS 2013 Stochastic and Physical Monitoring Systems Proceedings
http://linked.open...in/vavai/riv/obor	BF
http://linked.open...ichTvurcuVysledku	2 (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	2013
http://linked.open...iv/tvurceVysledku	Kučera, Jan Kůs, Václav
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2013-06-24 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Matematické, počítačové a experimentální metody ve fyzice
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	České vysoké učení technické v Praze
https://schema.org/isbn	978-80-01-05383-6
http://localhost/t...ganizacniJednotka	21340

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 77 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software