Small area estimation of proportions under a spatial dependent aggregated level random effects model

DOI10.1080/03610926.2017.1317806zbMath1390.62129OpenAlexW2607187615MaRDI QIDQ4639112

Nicola Salvati, Hukum Chandra

Publication date: 2 May 2018

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2017.1317806

zbMATH Keywords

mappingdiagnosticsgeneralized linear mixed modelmodel-based estimationindebtednessdirect estimator

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25) Generalized linear models (logistic models) (62J12) Sampling theory, sample surveys (62D05)

Related Items (max. 100)

Small area estimation under a spatially non-linear model ⋮ Spatial nonstationary hierarchical Bayes estimation of small area proportions

Uses Software

• spBayes

Cites Work

• A test for spatial autocorrelation in seemingly unrelated regressions
• Small area estimation: the EBLUP estimator based on spatially correlated random area effects
• Estimation of the mean squared error of predictors of small area linear parameters under a logistic mixed model
• Small Area Estimation
• Approximate Inference in Generalized Linear Mixed Models
• Small Area Estimation-New Developments and Directions
• Disaggregate-level estimates of indebtedness in the state of Uttar Pradesh in India: an application of small-area estimation technique
• Exploring spatial dependence in area-level random effect model for disaggregate-level crop yield estimation
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