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

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F11%3A00187457" target="_blank" >RIV/68407700:21340/11:00187457 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-20853-9_21" target="_blank" >http://dx.doi.org/10.1007/978-3-642-20853-9_21</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-20853-9_21" target="_blank" >10.1007/978-3-642-20853-9_21</a>

Result language
angličtina
Original language name
An Area-Level Model with Fixed or Random Domain Effects in Small Area Estimation Problems
Original language 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 precisionobtained by using the proposed model. An application to Spanish Labour Force Survey data is also given.
Czech name
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Czech description
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Project
—
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Book/collection name
Modern Mathematical Tools and Techniques in Capturing Complexity
ISBN
978-3-642-20852-2
Number of pages of the result
12
Pages from-to
303-314
Number of pages of the book
511
Publisher name
Springer-Verlag
Place of publication
Berlin
UT code for WoS chapter
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