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Small area estimation: the EBLUP estimator based on spatially correlated random area effects
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- Marcin Szymkowiak & Andrzej Młodak & Łukasz Wawrowski, 2017. "Mapping Poverty At The Level Of Subregions In Poland Using Indirect Estimation," Statistics in Transition New Series, Polish Statistical Association, vol. 18(4), pages 609-635, December.
- 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.
- Tomasz Ża̧dło, 2015. "On longitudinal moving average model for prediction of subpopulation total," Statistical Papers, Springer, vol. 56(3), pages 749-771, August.
- Rebecca C. Steorts & Timo Schmid & Nikos Tzavidis, 2020. "Smoothing and Benchmarking for Small Area Estimation," International Statistical Review, International Statistical Institute, vol. 88(3), pages 580-598, December.
- Angelo Moretti, 2023. "Estimation of small area proportions under a bivariate logistic mixed model," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(4), pages 3663-3684, August.
- 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.
- Wawrowski Łukasz, 2016. "The Spatial Fay-Herriot Model in Poverty Estimation," Folia Oeconomica Stetinensia, Sciendo, vol. 16(2), pages 191-202, December.
- David Buil-Gil & Juanjo Medina & Natalie Shlomo, 2021. "Measuring the dark figure of crime in geographic areas: Small area estimation from the Crime Survey for England and Wales [From Broken Windows to Busy Streets: A Community Empowerment Perspective’]," The British Journal of Criminology, Centre for Crime and Justice Studies, vol. 61(2), pages 364-388.
- Jan Kubacki & Alina Jędrzejczak, 2016. "Small Area Estimation Of Income Under Spatial Sar Model," Statistics in Transition New Series, Polish Statistical Association, vol. 17(3), pages 365-390, September.
- Szymkowiak Marcin & Młodak Andrzej & Wawrowski Łukasz, 2017. "Mapping Poverty at the Level of Subregions in Poland Using Indirect Estimation," Statistics in Transition New Series, Statistics Poland, vol. 18(4), pages 609-635, December.
- Anna Sikov & José Cerda-Hernandez, 2024. "Prediction in non-sampled areas under spatial small area models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(4), pages 1079-1116, September.
- Tomasz .Zk{a}d{l}o & Adam Chwila, 2024. "A step towards the integration of machine learning and small area estimation," Papers 2402.07521, arXiv.org.
- van der Weide, Roy & Blankespoor, Brian & Elbers, Chris & Lanjouw, Peter, 2024.
"How accurate is a poverty map based on remote sensing data? An application to Malawi,"
Journal of Development Economics, Elsevier, vol. 171(C).
- Van Der Weide,Roy & Blankespoor,Brian & Elbers,Chris T.M. & Lanjouw,Peter F., 2022. "How Accurate Is a Poverty Map Based on Remote Sensing Data ? An Application to Malawi," Policy Research Working Paper Series 10171, The World Bank.
- Jan Pablo Burgard & Domingo Morales & Anna-Lena Wölwer, 2022. "Small area estimation of socioeconomic indicators for sampled and unsampled domains," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(2), pages 287-314, June.
- Yogi Vidyattama & Robert Tanton & Nicholas Biddle, 2015. "Estimating small-area Indigenous cultural participation from synthetic survey data," Environment and Planning A, , vol. 47(5), pages 1211-1228, May.
- Andrzej Młodak, 2021. "k-Means, Ward and Probabilistic Distance-Based Clustering Methods with Contiguity Constraint," Journal of Classification, Springer;The Classification Society, vol. 38(2), pages 313-352, July.
- Dian Handayani & Henk Folmer & Anang Kurnia & Khairil Anwar Notodiputro, 2018. "The spatial empirical Bayes predictor of the small area mean for a lognormal variable of interest and spatially correlated random effects," Empirical Economics, Springer, vol. 55(1), pages 147-167, August.
- Eilers, Lea, 2017. "Is my rental price overestimated? A small area index for Germany," Ruhr Economic Papers 734, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- 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.
- Katarzyna Reluga & María‐José Lombardía & Stefan Sperlich, 2023. "Simultaneous inference for linear mixed model parameters with an application to small area estimation," International Statistical Review, International Statistical Institute, vol. 91(2), pages 193-217, August.
- Jędrzejczak Alina & Kubacki Jan, 2019. "Estimation Of Income Characteristics For Regions In Poland Using Spatio-Temporal Small Area Models," Statistics in Transition New Series, Statistics Poland, vol. 20(4), pages 113-134, December.
- 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, vol. 21(1), pages 1-28, March.
- Marhuenda, Yolanda & Molina, Isabel & Morales, Domingo, 2013. "Small area estimation with spatio-temporal Fay–Herriot models," Computational Statistics & Data Analysis, Elsevier, vol. 58(C), pages 308-325.
- Chandra, Hukum & Salvati, Nicola & Chambers, Ray & Tzavidis, Nikos, 2012. "Small area estimation under spatial nonstationarity," Computational Statistics & Data Analysis, Elsevier, vol. 56(10), pages 2875-2888.
- Vidoli, Francesco & Auteri, Monica, 2022. "Health-care demand and supply at municipal level: A spatial disaggregation approach," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
- 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, vol. 50(2), pages 603-621, April.
- Kordos Jan, 2016. "Development of Small Area Estimation in Official Statistics," Statistics in Transition New Series, Statistics Poland, vol. 17(1), pages 105-132, March.
- Shonosuke Sugasawa & Tatsuya Kubokawa & J. N. K. Rao, 2018. "Small area estimation via unmatched sampling and linking models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 27(2), pages 407-427, June.
- Jan Kordos, 2016. "Development Of Smallarea Estimation In Official Statistics," Statistics in Transition New Series, Polish Statistical Association, vol. 17(1), pages 105-132, March.
- Miguel Boubeta & María José Lombardía & Domingo Morales, 2024. "Small area prediction of proportions and counts under a spatial Poisson mixed model," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 33(4), pages 1193-1215, September.
- Peter A. Gao & Jonathan Wakefield, 2023. "A Spatial Variance‐Smoothing Area Level Model for Small Area Estimation of Demographic Rates," International Statistical Review, International Statistical Institute, vol. 91(3), pages 493-510, December.
- Alina Jędrzejczak & Jan Kubacki, 2019. "Estimation Of Income Characteristics For Regions In Poland Using Spatio-Temporal Small Area Models," Statistics in Transition New Series, Polish Statistical Association, vol. 20(4), pages 113-134, December.
- Abhishek Singh & Sabu S. Padmadas & Kaushalendra Kumar & Fiifi Amoako Johnson & Ashish Kumar Upadhyay & Ashish Singh, 2022. "Spatial heterogeneity in son preference across India’s 640 districts: An application of small-area estimation," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 47(26), pages 793-842.
- Caterina Giusti & Lucio Masserini & Monica Pratesi, 2017. "Local Comparisons of Small Area Estimates of Poverty: An Application Within the Tuscany Region in Italy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 235-254, March.
- Kubacki Jan & Jędrzejczak Alina, 2016. "Small Area Estimation of Income under Spatial Sar Model," Statistics in Transition New Series, Statistics Poland, vol. 17(3), pages 365-390, September.
- Timo Schmid & Ralf Münnich, 2014. "Spatial robust small area estimation," Statistical Papers, Springer, vol. 55(3), pages 653-670, August.
- Timo Schmid & Nikos Tzavidis & Ralf Münnich & Ray Chambers, 2016. "Outlier Robust Small-Area Estimation Under Spatial Correlation," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 43(3), pages 806-826, September.
- Fúquene-Patiño Jairo & Cristancho César & Ospina Mariana & Gonzalez Domingo Morales, 2021. "Fay-Herriot Model-Based Prediction Alternatives for Estimating Households with Emigrated Members," Journal of Official Statistics, Sciendo, vol. 37(3), pages 771-789, September.
- 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.
- 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.
- repec:csb:stintr:v:17:y:2016:i:1:p:105-132 is not listed on IDEAS
- 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.
- Chandra, Hukum & Salvati, Nicola & Chambers, Ray, 2018. "Small area estimation under a spatially non-linear model," Computational Statistics & Data Analysis, Elsevier, vol. 126(C), pages 19-38.