- Tytuł:
- Inferential Issues in Model-Based Small Area Estimation: Some New Developments
- Autorzy:
- Rao, J. N. K.
- Powiązania:
- https://bibliotekanauki.pl/articles/465725.pdf
- Data publikacji:
- 2015
- Wydawca:
- Główny Urząd Statystyczny
- Tematy:
-
area level models
complex parameters
informative sampling
model misspecification
robust estimation
unit level models - Opis:
- Small area estimation (SAE) has seen a rapid growth over the past 10 years or so. Earlier work is covered in the author's book (Rao 2003). The main purpose of this paper is to highlight some new developments in model-based SAE since the publication of the author's book. A large part of the new theory addressed practical issues associated with the model-based approach, and we present some of those methods for area level and unit level models. We also briefly mention some new work on synthetic estimation of area means or totals based on implicit models.
- Źródło:
-
Statistics in Transition new series; 2015, 16, 4; 491-510
1234-7655 - Pojawia się w:
- Statistics in Transition new series
- Dostawca treści:
- Biblioteka Nauki
Artykuł