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Statements

Subject Item

n2:RIV%2F61989592%3A15310%2F09%3A00010120%21RIV10-MSM-15310___

rdf:type

n18:Vysledek skos:Concept

dcterms:description

Deformation measurement during the filling a dam can be modelled by a multivariate model. Multivariate models usually involve unknown parameters not only in the mean value of the observation matrix but also in the covariance matrix (variance components). The variance components must be estimated and plug-in estimators for the mean value parameters can be used. To find statistical properties of plug-in estimators is rather difficult. In some cases the sensitivity approach can be used. If we know that the true value of the variance components is with sufficiently high probability in so-called insensitivity region, then the plug-in estimator is almost the best linear unbiased estimator. The aim of the paper is to investigate this insensitivity regions, i.e. the region around the true value of variance components, where small changes of them are only of negligible influence on the mean value parameter estimators. The obtained results are applied on the problem of deformation measurement during the filling Deformation measurement during the filling a dam can be modelled by a multivariate model. Multivariate models usually involve unknown parameters not only in the mean value of the observation matrix but also in the covariance matrix (variance components). The variance components must be estimated and plug-in estimators for the mean value parameters can be used. To find statistical properties of plug-in estimators is rather difficult. In some cases the sensitivity approach can be used. If we know that the true value of the variance components is with sufficiently high probability in so-called insensitivity region, then the plug-in estimator is almost the best linear unbiased estimator. The aim of the paper is to investigate this insensitivity regions, i.e. the region around the true value of variance components, where small changes of them are only of negligible influence on the mean value parameter estimators. The obtained results are applied on the problem of deformation measurement during the filling

dcterms:title

Insensitivity regions for deformation measurement on a dam Insensitivity regions for deformation measurement on a dam

skos:prefLabel

Insensitivity regions for deformation measurement on a dam Insensitivity regions for deformation measurement on a dam

skos:notation

RIV/61989592:15310/09:00010120!RIV10-MSM-15310___

n3:aktivita

n12:Z

n3:aktivity

Z(MSM6198959214)

n3:cisloPeriodika

6

n3:dodaniDat

n5:2010

n3:domaciTvurceVysledku

n8:4701321 n8:6689930

n3:druhVysledku

n17:J

n3:duvernostUdaju

n11:S

n3:entitaPredkladatele

n9:predkladatel

n3:idSjednocenehoVysledku

319704

n3:idVysledku

RIV/61989592:15310/09:00010120

n3:jazykVysledku

n15:eng

n3:klicovaSlova

deformation measurement; estimation; insensitivity region; multivariate model; variance components

n3:klicoveSlovo

n14:variance%20components n14:insensitivity%20region n14:estimation n14:deformation%20measurement n14:multivariate%20model

n3:kodStatuVydavatele

US - Spojené státy americké

n3:kontrolniKodProRIV

[2FF48FD3830B]

n3:nazevZdroje

Environmetrics

n3:obor

n4:BB

n3:pocetDomacichTvurcuVysledku

2

n3:pocetTvurcuVysledku

2

n3:rokUplatneniVysledku

n5:2009

n3:svazekPeriodika

20

n3:tvurceVysledku

Kubáček, Lubomír Fišerová, Eva

n3:zamer

n16:MSM6198959214

s:issn

1180-4009

s:numberOfPages

14

n7:organizacniJednotka

15310