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Empirical Best Predictor Under Area-Level Gamma Mixed Model
In practise we can encounter many problems where it is useful to employ small area estimation (SAE) methods to obtain reliable estimates of characteristics of interest (e.g. means, totals). This contribution deals with an empirical best<...
Statistics and probability
- 2018 •
- D
Rok uplatnění
D - Stať ve sborníku
Small area estimation under area-level generalized linear mixed models
likelihood estimators of the model parameters are calculated. Empirical best predictors the behavior of the fitting algorithm, the small area predictors and the estimators......
Statistics and probability
- 2022 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Generalized linear mixed models for small area estimation
by random effects. In order to predict area means empirical best predictor and plug-in predictor are used and compared via a simulation experiment. Simulation studies......
Statistics and probability
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
An application of unit level logit mixed model to SLCS data
This contribution deals with an empirical best predictor (EBP) of small area specific random effect in the context of a unit-level logistic mixed model. Behavior of the EBP based on parameter estimates obtained by the metho...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- O
Rok uplatnění
O - Ostatní výsledky
Small area estimation of poverty proportions under unit-level temporal binomial-logit mixed models
. The empirical best predictors (EBP) of proportions and changes are calculated and compared bootstrap. A simulation experiment is carried out to study the empirical behavior......
Statistics and probability
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Small area estimation of additive parameters under unit-level generalized linear mixed models
for modeling asymmetric positive variables and for deriving three types of predictors of small area additive parameters, called empirical best, marginal and plug of the predictors are estimated by parametric boots...
Statistics and probability
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Small area estimation of labour force indicators under unit-level multinomial mixed models
. The novel empirical best and plug-in predictors are based on a multinomial mixed model are carried out to empirically investigate the properties of these estimators and predictors. Finally, a detailed ap...
Statistics and probability
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
An Area-Level Gamma Mixed Model for Small Area Estimation
This paper introduces an area-level gamma mixed model with log link for small area estimation. A Laplace approximation algorithm is implemented to estimate the model parameters. Empirical best predictors of domain means are...
Statistics and probability
- 2023 •
- C •
- Link
Rok uplatnění
C - Kapitola v odborné knize
Výsledek na webu
Predictors of well-being in a Czech population sample
The empirical study gives an overview of well-being predictors in a representative sample of Czech adult population - as main predictors were found out general self-efficacy, locus of control, self-reported health, and leve...
AN - Psychologie
- 2006 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Small area estimation under random regression coefficient models
the relationship between the target and the auxiliary variables. Because of this, empirical best linear unbiased predictor (EBLUP) estimates based on these models estimators is also given and empirically studied. ...
BB - Aplikovaná statistika, operační výzkum
- 2013 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
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