Search Results - subject:"nested error regression model"

Domain prediction with grouped income data

Walter, Paul; Groß, Marcus; Schmid, Timo; Tzavidis, Nikos - In: Journal of the Royal Statistical Society: Series A … 184 (2021) 4, pp. 1501-1523

predictor under the unit‐level nested error regression model with a continuous dependent variable. However, parameter estimation … response burden. The work in this paper proposes methodology that enables fitting a nested error regression model when the …

Persistent link: https://www.econbiz.de/10014485795

Estimation of linear and non-linear indicators using interval censored income data

Walter, Paul; Groß, Markus; Schmid, Timo; Tzavidis, Nikos - 2017

possible, when the dependent variable of the underlying nested error regression model, is censored to specific intervals. This … of the regression parameters of the nested error regression model using interval censored data. The introduced method is …

Persistent link: https://www.econbiz.de/10011704301

Estimation of linear and non-linear indicators using interval censored income data

Walter, Paul; Groß, Markus; Schmid, Timo; Tzavidis, Nikos - 2017

Persistent link: https://www.econbiz.de/10011703587

Parametric bootstrap methods for bias correction in linear mixed models

Kubokawa, Tatsuya; Nagashima, Bui - In: Journal of Multivariate Analysis 106 (2012) C, pp. 1-16

The empirical best linear unbiased predictor (EBLUP) in the linear mixed model (LMM) is useful for the small area estimation, and the estimation of the mean squared error (MSE) of EBLUP is important as a measure of uncertainty of EBLUP. To obtain a second-order unbiased estimator of the MSE, the...

Persistent link: https://www.econbiz.de/10010576499

Small area estimation using survey weights under a nested error linear regression model with structural measurement error

Torabi, Mahmoud - In: Journal of Multivariate Analysis 109 (2012) C, pp. 52-60

Previously, the nested error linear regression models using survey weights have been studied in small area estimation to obtain efficient model-based and design-consistent estimators of small area means. In particular, the pseudo-empirical Bayes (PEB) using survey weights has received a lot of...

Persistent link: https://www.econbiz.de/10010572295