Dimension Reduction in Extended Quermass-Interaction Process

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10287743" target="_blank" >RIV/00216208:11320/14:10287743 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21230/14:00222637
Result on the web
<a href="http://dx.doi.org/10.1007/s11009-013-9343-x" target="_blank" >http://dx.doi.org/10.1007/s11009-013-9343-x</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s11009-013-9343-x" target="_blank" >10.1007/s11009-013-9343-x</a>

Result language
angličtina
Original language name
Dimension Reduction in Extended Quermass-Interaction Process
Original language description
Many objects studied in biology, medicine or material sciences create spatial formations of random shape in which we can observe mutual interactions among those objects. In order to analyse the data composed of such patterns, we use the methods of spatial statistics. Recently, extended random-disc Quermass-interaction process was studied, simulated and consequently statistically analysed using MCMC maximum likelihood method (MCMC MLE). However, this analysis brought some problems. First, it was quite time-consuming, secondly, in some special cases, the parameter estimates may undervalue the real parameter values. In this paper, we describe how we can solve these problems by dimension reduction.
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
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
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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