Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10283465" target="_blank" >RIV/00216208:11320/14:10283465 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/s11009-013-9324-0" target="_blank" >http://dx.doi.org/10.1007/s11009-013-9324-0</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s11009-013-9324-0" target="_blank" >10.1007/s11009-013-9324-0</a>

Result language
angličtina
Original language name
Statistics for Inhomogeneous Space-Time Shot-Noise Cox Processes
Original language 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.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BA - General mathematics
OECD FORD branch
—

Project
<a href="/en/project/GAP201%2F10%2F0472" target="_blank" >GAP201/10/0472: Stochastic geometry - inhomogeneity, marking, dynamics and stereology</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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