Small area estimation with mixed models: a review (Q830271)

scientific article; zbMATH DE number 7345630

Language	Label	Description	Also known as
English	Small area estimation with mixed models: a review	scientific article; zbMATH DE number 7345630

Statements

instance of

scholarly article

0 references

title

Small area estimation with mixed models: a review (English)

0 references

0 references

0 references

Japanese Journal of Statistics and Data Science

0 references

publication date

7 May 2021

0 references

zbMATH Keywords

best linear unbiased predictor

0 references

empirical Bayes

0 references

Fay-Herriot model

0 references

hierarchical Bayes

0 references

linear mixed model

0 references

maximum likelihood estimator

0 references

mean squared error

0 references

nested error regression model

0 references

shrinkage

0 references

describes a project that uses

sae

0 references

MaRDI profile type

Publication

0 references

full work available at URL

https://doi.org/10.1007/s42081-020-00076-x

0 references

cites work

Q4769776

0 references

A new look at the statistical model identification

0 references

Bayesian Estimators for Small Area Models when Auxiliary Information is Measured with Error

0 references

Q3703094

0 references

Empirical Bayes prediction intervals in a normal regression model: higher order asymptotics.

0 references

Standard Errors of Prediction in Generalized Linear Mixed Models

0 references

Q5538617

0 references

On measures of uncertainty of empirical Bayes small-area estimators

0 references

The horseshoe estimator for sparse signals

0 references

Outlier Robust Small Area Estimation

0 references

Parametric bootstrap approximation to the distribution of EBLUP and related prediction intervals in linear mixed models

0 references

Empirical likelihood for small area estimation

0 references

Mean squared error of empirical predictor.

0 references

On measuring the variability of small area estimators under a basic area level model

0 references

On an Asymptotic Theory of Conditional and Unconditional Coverage Probabilities of Empirical Bayes Confidence Intervals

0 references

Model Selection by Testing for the Presence of Small-Area Effects, and Application to Area-Level Data

0 references

Robust hierarchical Bayes estimation of small area characteristics in the presence of covariates and outliers

0 references

Q4488852

0 references

Small Area Estimation With Uncertain Random Effects

0 references

Mixed Models

0 references

Small area estimation of complex parameters under unit‐level models with skew‐normal errors

0 references

Accurate Confidence Interval Estimation of Small Area Parameters Under the Fay–Herriot Model

0 references

Controlling the bias of robust small-area estimators

0 references

Small area estimation using skew normal models

0 references

A Class of Decomposable Poverty Measures

0 references

Benchmarked empirical Bayes methods in multiplicative area-level models with risk evaluation

0 references

Small-area estimation based on natural exponential family quadratic variance function models and survey weights

0 references

Influence functions and robust Bayes and empirical Bayes small area estimation

0 references

Generalized Linear Models for Small-Area Estimation

0 references

Small area estimation: an appraisal. With comments and a rejoinder by the authors

0 references

Empirical and Hierarchical Bayesian Estimation in Finite Population Sampling under Structural Measurement Error Models

0 references

Nonparametric estimation of mean-squared prediction error in nested-error regression models

0 references

On Parametric Bootstrap Methods for Small Area Prediction

0 references

Hierarchical Bayesian small area estimation for circular data

0 references

Non-area-specific adjustment factor for second-order efficient empirical Bayes confidence interval

0 references

A class of general adjusted maximum likelihood methods for desirable mean squared error estimation of EBLUP under the Fay-Herriot small area model

0 references

Estimating variance of random effects to solve multiple problems simultaneously

0 references

Spike and slab variable selection: frequentist and Bayesian strategies

0 references

Empirical best prediction for small area inference with binary data

0 references

Estimation of Finite Population Domain Means

0 references

A unified jackknife theory for empirical best prediction with \(M\)-estimation

0 references

Small area estimation via heteroscedastic nested-error regression

0 references

A unified Monte-Carlo jackknife for small area estimation after model selection

0 references

Best Predictive Small Area Estimation

0 references

Fence methods for mixed model selection

0 references

Conditional Akaike information under covariate shift with application to small area estimation

0 references

Corrected empirical Bayes confidence intervals in nested error regression models

0 references

On Measuring Uncertainty of Benchmarked Predictors with Application to Disease Risk Estimate

0 references

Dominance properties of constrained Bayes and empirical Bayes estimators

0 references

Prediction in heteroscedastic nested error regression models with random dispersions

0 references

Robust Estimation of Mean Squared Error of Small Area Estimators

0 references

An adjusted maximum likelihood method for solving small area estimation problems

0 references

Jackknife estimation of mean squared error of small area predictors in nonlinear mixed models

0 references

Prediction error of small area predictors shrinking both means and variances

0 references

Small area estimation with spatio-temporal Fay-Herriot models

0 references

Empirical best prediction under a nested error model with log transformation

0 references

Small area estimation of general parameters with application to poverty indicators: a hierarchical Bayes approach

0 references

Small area estimation of poverty indicators

0 references

Model selection in linear mixed models

0 references

Non-Parametric Small Area Estimation Using Penalized Spline Regression

0 references

New important developments in small area estimation

0 references

A generalised semiparametric Bayesian Fay-Herriot model for small area estimation shrinking both means and variances

0 references

The Estimation of the Mean Squared Error of Small-Area Estimators

0 references

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

0 references

Small Area Estimation

0 references

Robust small area estimation under semi‐parametric mixed models

0 references

Outlier robust small-area estimation under spatial correlation

0 references

Estimating the dimension of a model

0 references

Robust small area estimation

0 references

Mean-Squared Error Estimation in Transformed Fay–Herriot Models

0 references

Q3237829

0 references

Robust empirical Bayes small area estimation with density power divergence

0 references

Small area estimation of general parameters: Bayesian transformed spatial prediction approach

0 references

Observed best selective prediction in small area estimation

0 references

Parametric transformed Fay-Herriot model for small area estimation

0 references

On conditional prediction errors in mixed models with application to small area estimation

0 references

Bayesian estimators in uncertain nested error regression models

0 references

Heteroscedastic nested error regression models with variance functions

0 references

Transforming response values in small area prediction

0 references

Adaptively transformed mixed‐model prediction of general finite‐population parameters

0 references

Empirical Uncertain Bayes Methods in Area‐level Models

0 references

Small area estimation via unmatched sampling and linking models

0 references

Hierarchical Bayes small‐area estimation with an unknown link function

0 references

Bayesian Estimators for Small Area Models Shrinking Both Means and Variances

0 references

Modeling Random Effects Using Global–Local Shrinkage Priors in Small Area Estimation

0 references

Empirical Bayes Estimation of Small Area Means under a Nested Error Linear Regression Model with Measurement Errors in the Covariates

0 references

Estimation of mean squared error of model-based estimators of small area means under a nested error linear regression model

0 references

Empirical Bayes methods in nested error regression models with skew-normal errors

0 references

Conditional Akaike information for mixed-effects models

0 references

The Mean Squared Error of Small Area Predictors Constructed With Estimated Area Variances

0 references

394: The Analysis of Binary Responses from Toxicological Experiments Involving Reproduction and Teratogenicity

0 references

A modified family of power transformations

0 references

Small area estimation when auxiliary information is measured with error

0 references

A new adjusted maximum likelihood method for the Fay-Herriot small area model

0 references

A second-order efficient empirical Bayes confidence interval

0 references

Small area estimation using unmatched sampling and linking models

0 references

Identifiers

zbMATH Open document ID

1466.62244

0 references

Mathematics Subject Classification ID

0 references

0 references

0 references

0 references

10.1007/S42081-020-00076-X

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:830271