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Small area estimation of poverty indicators under partitioned area-level time models
- Source :
- Dipòsit Digital de Documents de la UAB, Universitat Autònoma de Barcelona, Scopus-Elsevier, SORT-Statistics and Operations Research Transactions; 2015: Vol.: 39 Núm.: 1 January-June; p. 19-34, oai:raco.cat:article/294361, Repositori Institucional de la Universitat Rovira i Virgili, Universitat Rovira i virgili (URV), UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
- Publication Year :
- 2015
-
Abstract
- This paper deals with small area estimation of poverty indicators. Small area estimators of these quantities are derived from partitioned time-dependent area-level linear mixed models. The introduced models are useful for modelling the different behaviour of the target variable by sex or any other dichotomic characteristic. The mean squared errors are estimated by explicit formulas. An application to data from the Spanish Living Conditions Survey is given.
- Subjects :
- 62D05, 62J05
Area-level models
Small area estimation
Matemàtiques i estadística::Estadística matemàtica [Àrees temàtiques de la UPC]
Time correlation
62 Statistics::62J Linear inference, regression [Classificació AMS]
Area-level models, small area estimation, time correlation, poverty indicators
Poverty indicators
62 Statistics::62D05 Sampling theory, sample surveys [Classificació AMS]
Subjects
Details
- ISSN :
- 16962281
- Database :
- OpenAIRE
- Journal :
- Dipòsit Digital de Documents de la UAB, Universitat Autònoma de Barcelona, Scopus-Elsevier, SORT-Statistics and Operations Research Transactions; 2015: Vol.: 39 Núm.: 1 January-June; p. 19-34, oai:raco.cat:article/294361, Repositori Institucional de la Universitat Rovira i Virgili, Universitat Rovira i virgili (URV), UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
- Accession number :
- edsair.dedup.wf.001..9e2dc66e2dccebaf5c1846a0c9cb73b7