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Small area estimation: the EBLUP estimator based on spatially correlated random area effects


  • Monica Pratesi


  • Nicola Salvati



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Suggested Citation

  • Monica Pratesi & Nicola Salvati, 2008. "Small area estimation: the EBLUP estimator based on spatially correlated random area effects," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 17(1), pages 113-141, February.
  • Handle: RePEc:spr:stmapp:v:17:y:2008:i:1:p:113-141 DOI: 10.1007/s10260-007-0061-9

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    References listed on IDEAS

    1. Dale Zimmerman & Noel Cressie, 1992. "Mean squared prediction error in the spatial linear model with estimated covariance parameters," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, pages 27-43.
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    Cited by:

    1. Alina Jędrzejczak & Jan Kubacki, 2016. "Small Area Estimation of Income Under Spatial Sar Model," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 17(3), pages 365-390, September.
    2. Asep Saefuddin & Aji Hamim Wigena & Nunung Nuryartono & Dian Kusumaningrum, 2013. "Development And Aplication Of Bayesian Spatial Analysis On Poverty Data In East Java, Indonesia," ERSA conference papers ersa13p1043, European Regional Science Association.
    3. Tomasz Ża̧dło, 2015. "On longitudinal moving average model for prediction of subpopulation total," Statistical Papers, Springer, vol. 56(3), pages 749-771, August.
    4. Timo Schmid & Ralf Münnich, 2014. "Spatial robust small area estimation," Statistical Papers, Springer, vol. 55(3), pages 653-670, August.
    5. Luis Pereira & Pedro Coelho, 2013. "Estimation of house prices in regions with small sample sizes," The Annals of Regional Science, Springer;Western Regional Science Association, pages 603-621.
    6. N. Salvati & N. Tzavidis & M. Pratesi & R. Chambers, 2012. "Small area estimation via M-quantile geographically weighted regression," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, pages 1-28.
    7. Baldermann, Claudia & Salvati, Nicola & Schmid, Timo, 2016. "Robust small area estimation under spatial non-stationarity," Discussion Papers 2016/5, Free University Berlin, School of Business & Economics.
    8. Roberto Benedetti & Monica Pratesi & Nicola Salvati, 2013. "Local stationarity in small area estimation models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 22(1), pages 81-95, March.
    9. repec:exl:29stat:v:17:y:2016:i:1:p:105-132 is not listed on IDEAS
    10. Schmid, Timo & Tzavidis, Nikos & Münnich, Ralf & Chambers, Ray, 2015. "Outlier robust small area estimation under spatial correlation," Discussion Papers 2015/8, Free University Berlin, School of Business & Economics.
    11. repec:csb:stintr:v:17:y:2016:i:1:p:105-132 is not listed on IDEAS
    12. Harm Jan Boonstra & Jan A. Van Den Brakel & Bart Buelens & Sabine Krieg & Marc Smeets, 2008. "Towards small area estimation at Statistics Netherlands," Metron - International Journal of Statistics, Dipartimento di Statistica, Probabilità e Statistiche Applicate - University of Rome, vol. 0(1), pages 21-49.
    13. repec:exl:29stat:v:17:y:2016:i:3:p:365-390 is not listed on IDEAS


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