About: An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems

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About: An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems Goto Sponge NotDistinct Permalink

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/10.1007/978-3-642-20853-9_21
Description	A Fay-Herriot model having both fixed and random effects is introduced to estimate linear parameters of small areas. The model is applicable to data having a small subset of domains where direct estimates of the variable of interest cannot be described in the same way as in its complementary subset of domains. Algorithms and formulas to fit the model, to calculate EBLUPs and to estimate mean squared errors are given. A Monte Carlo simulation experiment is carried out to investigate the gain of precision obtained by using the proposed model. An application to Spanish Labour Force Survey data is also given. A Fay-Herriot model having both fixed and random effects is introduced to estimate linear parameters of small areas. The model is applicable to data having a small subset of domains where direct estimates of the variable of interest cannot be described in the same way as in its complementary subset of domains. Algorithms and formulas to fit the model, to calculate EBLUPs and to estimate mean squared errors are given. A Monte Carlo simulation experiment is carried out to investigate the gain of precision obtained by using the proposed model. An application to Spanish Labour Force Survey data is also given. (en)
Title	An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems (en)
skos:prefLabel	An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems (en)
skos:notation	RIV/68407700:21340/11:00187457!RIV12-MSM-21340___
http://linked.open...avai/predkladatel	Fakulta jaderná a fyzikálně inženýrská
http://linked.open...avai/riv/aktivita	S Z
http://linked.open...avai/riv/aktivity	S, Z(MSM6840770039)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Hobza, Tomáš
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta jaderná a fyzikálně inženýrská
http://linked.open...dnocenehoVysledku	185430
http://linked.open...ai/riv/idVysledku	RIV/68407700:21340/11:00187457
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Small area estimation; linear mixed models; Fay-Herriot regression model; fixed effects; random effects; EBLUP; Labour Force Survey (en)
http://linked.open.../riv/klicoveSlovo	EBLUP Fay-Herriot regression model Labour Force Survey Small area estimation fixed effects linear mixed models random effects
http://linked.open...ontrolniKodProRIV	[D2C5021B5E63]
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...i/riv/nazevZdroje	Modern Mathematical Tools and Techniques in Capturing Complexity
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...v/pocetStranKnihy	511 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Esteban, M. D. Herrador, M. Hobza, Tomáš Morales, D.
http://linked.open...n/vavai/riv/zamer	Matematické, počítačové a experimentální metody ve fyzice
number of pages	12 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-20853-9_21
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-20852-2
http://localhost/t...ganizacniJednotka	21340
is http://linked.open...avai/riv/vysledek of	An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems

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