- Tytuł:
- Small Area Prediction under Alternative Model Specifications
- Autorzy:
-
Erciulescu, Andreea L.
Fuller, Wayne A. - Powiązania:
- https://bibliotekanauki.pl/articles/465723.pdf
- Data publikacji:
- 2016
- Wydawca:
- Główny Urząd Statystyczny
- Tematy:
-
unit level model
parametric bootstrap
double bootstrap
measurement error
auxiliary information - Opis:
- Construction of small area predictors and estimation of the prediction mean squared error, given different types of auxiliary information are illustrated for a unit level model. Of interest are situations where the mean and variance of an auxiliary variable are subject to estimation error. Fixed and random specifications for the auxiliary variables are considered. The efficiency gains associated with the random specification for the auxiliary variable measured with error are demonstrated. A parametric bootstrap procedure is proposed for the mean squared error of the predictor based on a logit model. The proposed bootstrap procedure has smaller bootstrap error than a classical double bootstrap procedure with the same number of samples.
- Źródło:
-
Statistics in Transition new series; 2016, 17, 1; 9-24
1234-7655 - Pojawia się w:
- Statistics in Transition new series
- Dostawca treści:
- Biblioteka Nauki
Artykuł