Matches in SemOpenAlex for { <https://semopenalex.org/work/W2781567607> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2781567607 abstract "Availability of survey data allows users to obtain estimates for a whole variety of subpopulations, called small areas, obviously not restricted to the planned domains. Often the sample sizes for such domains are too small to provide sufficiently accurate design-based estimate of the domain parameters. To improve such estimates, indirect estimators introduce a linking model that relies on auxiliary information to connect small areas thus borrowing strength and increasing the effective sample size. Modern methods for small area estimation (SAE) heavily rely on mixed effects modelling; see Rao, 2003. This contribution focuses on area level models, that rely on aggregated, area-specific, quantities and allow to take into account the sampling design through the direct survey estimates and their corresponding (design-based) variance estimates. The most popular area-level model is the Fay-Herriot model (Fay & Herriot, 1979). It prescribes a sampling model for the direct survey estimates, supplemented by a linking model for the small area parameters of interest. Let m be the number of sampled small areas and denote by θi the design unbiased, direct survey estimators of the small area parameters θi, i = 1, ...,m. Let ei be the associated sampling error and let ψi be the corresponding variance under the sampling model. Assuming ei ∼ N(0,ψi) independently, we get θi ∼ N(θi,ψi), i = 1, . . . ,m. To borrow information across areas, a linking model for θi is introduced, namely θi = x′ iβ+νi, where xi = (xi1, ...,xip) is a vector of auxiliary variables, β is a vector of regression coefficients, and finally the vi’s are area-specific random effects accounting for heterogeneity and lack of fit. Normality of the νis is usually assumed, so that θi|β,σν ∼ N(x′ iβ,σν), i = 1, . . . ,m. (1)" @default.
- W2781567607 created "2018-01-12" @default.
- W2781567607 creator A5011524547 @default.
- W2781567607 date "2016-01-01" @default.
- W2781567607 modified "2023-10-17" @default.
- W2781567607 title "A semi-parametric FayHerriot-type model with unknown sampling variances" @default.
- W2781567607 cites W1484712862 @default.
- W2781567607 cites W1900488032 @default.
- W2781567607 cites W1967687583 @default.
- W2781567607 cites W1996549107 @default.
- W2781567607 cites W2069429561 @default.
- W2781567607 cites W2094648385 @default.
- W2781567607 cites W2129016677 @default.
- W2781567607 cites W2184159343 @default.
- W2781567607 cites W2186317843 @default.
- W2781567607 cites W2182722427 @default.
- W2781567607 cites W2527733089 @default.
- W2781567607 hasPublicationYear "2016" @default.
- W2781567607 type Work @default.
- W2781567607 sameAs 2781567607 @default.
- W2781567607 citedByCount "0" @default.
- W2781567607 crossrefType "journal-article" @default.
- W2781567607 hasAuthorship W2781567607A5011524547 @default.
- W2781567607 hasConcept C105795698 @default.
- W2781567607 hasConcept C106131492 @default.
- W2781567607 hasConcept C117251300 @default.
- W2781567607 hasConcept C121955636 @default.
- W2781567607 hasConcept C129848803 @default.
- W2781567607 hasConcept C129963666 @default.
- W2781567607 hasConcept C140779682 @default.
- W2781567607 hasConcept C144024400 @default.
- W2781567607 hasConcept C144133560 @default.
- W2781567607 hasConcept C149782125 @default.
- W2781567607 hasConcept C149923435 @default.
- W2781567607 hasConcept C17648541 @default.
- W2781567607 hasConcept C185429906 @default.
- W2781567607 hasConcept C185592680 @default.
- W2781567607 hasConcept C196083921 @default.
- W2781567607 hasConcept C198531522 @default.
- W2781567607 hasConcept C24574437 @default.
- W2781567607 hasConcept C2908647359 @default.
- W2781567607 hasConcept C31972630 @default.
- W2781567607 hasConcept C33923547 @default.
- W2781567607 hasConcept C41008148 @default.
- W2781567607 hasConcept C43617362 @default.
- W2781567607 hasConcept C5733905 @default.
- W2781567607 hasConcept C75373757 @default.
- W2781567607 hasConceptScore W2781567607C105795698 @default.
- W2781567607 hasConceptScore W2781567607C106131492 @default.
- W2781567607 hasConceptScore W2781567607C117251300 @default.
- W2781567607 hasConceptScore W2781567607C121955636 @default.
- W2781567607 hasConceptScore W2781567607C129848803 @default.
- W2781567607 hasConceptScore W2781567607C129963666 @default.
- W2781567607 hasConceptScore W2781567607C140779682 @default.
- W2781567607 hasConceptScore W2781567607C144024400 @default.
- W2781567607 hasConceptScore W2781567607C144133560 @default.
- W2781567607 hasConceptScore W2781567607C149782125 @default.
- W2781567607 hasConceptScore W2781567607C149923435 @default.
- W2781567607 hasConceptScore W2781567607C17648541 @default.
- W2781567607 hasConceptScore W2781567607C185429906 @default.
- W2781567607 hasConceptScore W2781567607C185592680 @default.
- W2781567607 hasConceptScore W2781567607C196083921 @default.
- W2781567607 hasConceptScore W2781567607C198531522 @default.
- W2781567607 hasConceptScore W2781567607C24574437 @default.
- W2781567607 hasConceptScore W2781567607C2908647359 @default.
- W2781567607 hasConceptScore W2781567607C31972630 @default.
- W2781567607 hasConceptScore W2781567607C33923547 @default.
- W2781567607 hasConceptScore W2781567607C41008148 @default.
- W2781567607 hasConceptScore W2781567607C43617362 @default.
- W2781567607 hasConceptScore W2781567607C5733905 @default.
- W2781567607 hasConceptScore W2781567607C75373757 @default.
- W2781567607 hasLocation W27815676071 @default.
- W2781567607 hasOpenAccess W2781567607 @default.
- W2781567607 hasPrimaryLocation W27815676071 @default.
- W2781567607 hasRelatedWork W1521744844 @default.
- W2781567607 hasRelatedWork W191918272 @default.
- W2781567607 hasRelatedWork W1968765539 @default.
- W2781567607 hasRelatedWork W1981747359 @default.
- W2781567607 hasRelatedWork W2050482149 @default.
- W2781567607 hasRelatedWork W2052827106 @default.
- W2781567607 hasRelatedWork W2058088949 @default.
- W2781567607 hasRelatedWork W2061405999 @default.
- W2781567607 hasRelatedWork W2089630199 @default.
- W2781567607 hasRelatedWork W2157766789 @default.
- W2781567607 hasRelatedWork W221068084 @default.
- W2781567607 hasRelatedWork W2324133612 @default.
- W2781567607 hasRelatedWork W2331882591 @default.
- W2781567607 hasRelatedWork W2745470149 @default.
- W2781567607 hasRelatedWork W2952000370 @default.
- W2781567607 hasRelatedWork W2955291850 @default.
- W2781567607 hasRelatedWork W2989939391 @default.
- W2781567607 hasRelatedWork W346187863 @default.
- W2781567607 hasRelatedWork W45855841 @default.
- W2781567607 hasRelatedWork W90308850 @default.
- W2781567607 isParatext "false" @default.
- W2781567607 isRetracted "false" @default.
- W2781567607 magId "2781567607" @default.
- W2781567607 workType "article" @default.