- Tytuł:
- Some Applications of Panel Data Models in Small Area Estimation
- Autorzy:
- Nekrašaitė-Liegė, Vilma
- Powiązania:
- https://bibliotekanauki.pl/articles/465626.pdf
- Data publikacji:
- 2011
- Wydawca:
- Główny Urząd Statystyczny
- Tematy:
-
Small area estimation
panel-type data
model-based
model-assisted - Opis:
- This study uses a real population from Statistics Lithuania to investigate the performance of different types of estimation strategies. The estimation strategy is a combination of sampling design and estimation design. The sampling designs include equal probability design (SRS) and unequal probability designs (stratified SRS and model-based sampling designs). Design-based direct Horvitz-Thompson, indirect model-assisted GREG estimator and indirect model-based estimator are used to estimate the totals in small area estimation. The underlying panel-type models (linear fixed-effects type or linear random-effects type) are examined in both stages of estimation strategies: sample design and construction of estimators.
- Źródło:
-
Statistics in Transition new series; 2011, 12, 2; 265-280
1234-7655 - Pojawia się w:
- Statistics in Transition new series
- Dostawca treści:
- Biblioteka Nauki
Artykuł