About: Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes

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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
rdfs:seeAlso	http://dx.doi.org/10.1007/s11009-013-9324-0
Description	In the paper we introduce a flexible inhomogeneous space-time shot-noise Cox process model and derive a two-step estimation procedure for it. In the first step the inhomogeneity is estimated by means of a Poisson score estimating equation and in the second step we use minimum contrast estimation based on second order properties to obtain estimates of the clustering parameters. The suggested model is not separable but it has a special interaction structure which enables to use the spatial and temporal projections of the process for parameter estimation. Efficiency of the introduced method is investigated by means of a simulation study and it is compared to a previously used method. In the paper we introduce a flexible inhomogeneous space-time shot-noise Cox process model and derive a two-step estimation procedure for it. In the first step the inhomogeneity is estimated by means of a Poisson score estimating equation and in the second step we use minimum contrast estimation based on second order properties to obtain estimates of the clustering parameters. The suggested model is not separable but it has a special interaction structure which enables to use the spatial and temporal projections of the process for parameter estimation. Efficiency of the introduced method is investigated by means of a simulation study and it is compared to a previously used method. (en)
Title	Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes (en)
skos:prefLabel	Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes (en)
skos:notation	RIV/00216208:11320/14:10283465!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita	I P S
http://linked.open...avai/riv/aktivity	I, P(GAP201/10/0472), S
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Prokešová, Michaela Dvořák, Jiří
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	47374
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/14:10283465
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Projection processes; Pair-correlation function; Space-time K-function; Space-time point process; Minimum contrast estimation; Shot-noise Cox process (en)
http://linked.open.../riv/klicoveSlovo	Minimum contrast estimation Pair-correlation function Projection processes Shot-noise Cox process Space-time K-function Space-time point process
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[768EB7E76455]
http://linked.open...i/riv/nazevZdroje	Methodology and Computing in Applied Probability
http://linked.open...in/vavai/riv/obor	BA
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Stochastic geometry - inhomogeneity, marking, dynamics and stereology
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	16
http://linked.open...iv/tvurceVysledku	Dvořák, Jiří Prokešová, Michaela
http://linked.open...ain/vavai/riv/wos	000335508800012
issn	1387-5841
number of pages	17 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/s11009-013-9324-0
http://localhost/t...ganizacniJednotka	11320

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