[图书][B] Small area estimation

JNK Rao, I Molina - 2015 - books.google.com
Praise for the First Edition" This pioneering work, in which Rao provides a comprehensive
and up-to-date treatment of small area estimation, will become a classic... I believe that it has …

Small area estimation with spatio-temporal Fay–Herriot models

Y Marhuenda, I Molina, D Morales - Computational Statistics & Data …, 2013 - Elsevier
Small area estimation is studied under a spatio-temporal Fay–Herriot model. Model fitting
based on restricted maximum likelihood is described and empirical best linear unbiased …

Combining surveys in small area estimation using area‐level models

C Franco, P Maitra - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
For many sample surveys, researchers, policymakers, and other stakeholders are interested
in obtaining estimates for various domains, such as for geographic levels, for demographic …

[HTML][HTML] Multivariate Fay–Herriot models for small area estimation

R Benavent, D Morales - Computational Statistics & Data Analysis, 2016 - Elsevier
Abstract Multivariate Fay–Herriot models for estimating small area indicators are introduced.
Among the available procedures for fitting linear mixed models, the residual maximum …

Bootstrap mean squared error of a small-area EBLUP

W González-Manteiga, MJ Lombardía… - Journal of Statistical …, 2008 - Taylor & Francis
Concerning the estimation of linear parameters in small areas, a nested-error regression
model is assumed for the values of the target variable in the units of a finite population …

Constructing sociodemographic indicators for national statistical institutes by using mobile phone data: estimating literacy rates in Senegal

T Schmid, F Bruckschen, N Salvati… - Journal of the Royal …, 2017 - academic.oup.com
Modern systems of official statistics require the accurate and timely estimation of
sociodemographic indicators for disaggregated geographical regions. Traditional data …

Small area estimation of poverty proportions under area-level time models

MD Esteban, D Morales, A Pérez… - Computational Statistics & …, 2012 - Elsevier
The unit-level small area estimation approach has no standard procedure and each case
needs separate modeling when the domain parameters are not linear or the target variable …

Small area estimation of labour force indicators under a multinomial model with correlated time and area effects

E López-Vizcaíno, MJ Lombardía… - Journal of the Royal …, 2015 - academic.oup.com
The aim of the paper is the estimation of small area labour force indicators like totals of
employed and unemployed people and unemployment rates. Small area estimators of these …

Empirical best prediction under unit-level logit mixed models

T Hobza, D Morales - Journal of official statistics, 2016 - journals.sagepub.com
The article applies unit-level logit mixed models to estimating small-area weighted sums of
probabilities. The model parameters are estimated by the method of simulated moments …

[HTML][HTML] Three-fold Fay–Herriot model for small area estimation and its diagnostics

L Marcis, D Morales, MC Pagliarella… - Statistical Methods & …, 2023 - Springer
This paper introduces a three-fold Fay–Herriot model with random effects at three
hierarchical levels. Small area best linear unbiased predictors of linear indicators are …