Spatial Interpolation and Prediction of Gaussian and Max-Stable Processes

Oesting, Marco

dc.contributor.advisor	Schlather, Martin Prof. Dr.	de
dc.contributor.author	Oesting, Marco	de
dc.date.accessioned	2012-07-04T15:50:51Z	de
dc.date.accessioned	2013-01-18T13:24:38Z	de
dc.date.available	2013-01-30T23:50:56Z	de
dc.date.issued	2012-07-04	de
dc.identifier.uri	http://hdl.handle.net/11858/00-1735-0000-000D-F069-0	de
dc.identifier.uri	http://dx.doi.org/10.53846/goediss-2578
dc.identifier.uri	http://dx.doi.org/10.53846/goediss-2578
dc.identifier.uri	http://dx.doi.org/10.53846/goediss-2578
dc.format.mimetype	application/pdf	de
dc.language.iso	eng	de
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/	de
dc.title	Spatial Interpolation and Prediction of Gaussian and Max-Stable Processes	de
dc.type	doctoralThesis	de
dc.title.translated	Räumliche Interpolation und Vorhersage von Gaußschen und max-stabilen Prozessen	de
dc.contributor.referee	Schlather, Martin Prof. Dr.	de
dc.date.examination	2012-05-03	de
dc.subject.dnb	510 Mathematik	de
dc.subject.gok	EGAG 600	de
dc.subject.gok	EGAG 700	de
dc.subject.gok	EGAG 550	de
dc.subject.gok	EGFD 050	de
dc.description.abstracteng	This thesis deals with different aspects of spatial interpolation and prediction of random fields. In the case of Gaussian random fields, best linear predictors and conditional distributions are well-known, provided that the mean and covariance structure of the random field are given. For parametric estimation of the covariance function from data, we consider the flexible class of Whittle-Mat	de
dc.contributor.coReferee	Schaback, Robert Prof. Dr.	de
dc.subject.topic	Mathematics and Computer Science	de
dc.subject.ger	Räumliche Interpolation	de
dc.subject.ger	Geostatistik	de
dc.subject.ger	Bedingte Simulation	de
dc.subject.ger	Max-stabile Prozesse	de
dc.subject.ger	Brown-Resnick-Prozesse	de
dc.subject.eng	Spatial Interpolation	de
dc.subject.eng	Geostatistics	de
dc.subject.eng	Reproducing Kernel Hilbert Spaces	de
dc.subject.eng	Conditional Sampling	de
dc.subject.eng	Max-Stable Processes	de
dc.subject.eng	Brown-Resnick Processes	de
dc.subject.bk	31.70	de
dc.subject.bk	31.76	de
dc.identifier.urn	urn:nbn:de:gbv:7-webdoc-3601-7	de
dc.identifier.purl	webdoc-3601	de
dc.affiliation.institute	Mathematisch-Naturwissenschaftliche Fakultäten	de
dc.identifier.ppn	727397397	de

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Fakultät für Mathematik und Informatik (inkl. GAUSS) [531]

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