About: Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models

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Description	In this paper a random regression coefficient model is used to provide estimates of small area poverty proportions. As poverty variable is dichotomic at the individual level, the sample data from Spanish Living Conditions Survey is previously aggregated to the level of census sections. EBLUP estimates based on the proposed model are obtained. A closed-formula procedure to estimate the mean squared error of the EBLUP estimators is given and empirically studied. Results of several simulations studies are reported as well as an application to real data. In this paper a random regression coefficient model is used to provide estimates of small area poverty proportions. As poverty variable is dichotomic at the individual level, the sample data from Spanish Living Conditions Survey is previously aggregated to the level of census sections. EBLUP estimates based on the proposed model are obtained. A closed-formula procedure to estimate the mean squared error of the EBLUP estimators is given and empirically studied. Results of several simulations studies are reported as well as an application to real data. (en)
Title	Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models (en)
skos:prefLabel	Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models (en)
skos:notation	RIV/67985556:_____/11:00366043!RIV12-AV0-67985556
http://linked.open...avai/predkladatel	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(1M0572), S, Z(AV0Z10750506), 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	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	229969
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/11:00366043
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	small area estimation; random regression coefficient model; EBLUP estimates (en)
http://linked.open.../riv/klicoveSlovo	EBLUP estimates random regression coefficient model small area estimation
http://linked.open...ontrolniKodProRIV	[7B25092B80D7]
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...vEdiceCisloSvazku	Understanding Complex Systems Springer Complexity
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	512 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Data, algorithms, decision making
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Hobza, Tomáš Morales, D.
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech Matematické, počítačové a experimentální metody ve fyzice
number of pages	14 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-20853-9_22
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-20852-2
is http://linked.open...avai/riv/vysledek of	Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models Small Area Estimation of Poverty Proportions under Random Regression Coefficient Models

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