About: Score Function of Distribution and Heavy-Tails

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

About: Score Function of Distribution and Heavy-Tails 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	In this contribution we explain the recently introduced notion of the distribution-dependent scalar-valued score function of distribution. Function and its moments are used for description of continuous distributions and data samples generated from them. Each distribution including the heavy-tailed ones and random samples from them are described by a typical value and variability. Further, we discuss the generalized (score) moment estimates and a distribution-dependent score correlation coefficient for continuous random variables, and present results of simulation experiments with data generated from heavy-tailed distributions. Since score functions of distribution of heavy-tailed distributions are bounded, the point estimates as well as the sample score correlation coefficients are insensitive to outliers. In this contribution we explain the recently introduced notion of the distribution-dependent scalar-valued score function of distribution. Function and its moments are used for description of continuous distributions and data samples generated from them. Each distribution including the heavy-tailed ones and random samples from them are described by a typical value and variability. Further, we discuss the generalized (score) moment estimates and a distribution-dependent score correlation coefficient for continuous random variables, and present results of simulation experiments with data generated from heavy-tailed distributions. Since score functions of distribution of heavy-tailed distributions are bounded, the point estimates as well as the sample score correlation coefficients are insensitive to outliers. (en)
Title	Score Function of Distribution and Heavy-Tails Score Function of Distribution and Heavy-Tails (en)
skos:prefLabel	Score Function of Distribution and Heavy-Tails Score Function of Distribution and Heavy-Tails (en)
skos:notation	RIV/67985807:_____/14:00431044!RIV15-AV0-67985807
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(LG12020)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Fabián, Zdeněk
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	Ústav informatiky AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	43929
http://linked.open...ai/riv/idVysledku	RIV/67985807:_____/14:00431044
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	score function; point estimation; correlation; heavy-tailed distributions (en)
http://linked.open.../riv/klicoveSlovo	correlation score function point estimation heavy-tailed distributions
http://linked.open...ontrolniKodProRIV	[3AFD74CB0DA9]
http://linked.open...v/mistoKonaniAkce	Geneva
http://linked.open...i/riv/mistoVydani	Geneva
http://linked.open...i/riv/nazevZdroje	Proceedings of COMPSTAT 2014
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (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	2014
http://linked.open...iv/tvurceVysledku	Fabián, Zdeněk
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-08-19 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Centre International de Conferences
https://schema.org/isbn	978-2-8399-1347-8

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, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software