- Tytuł:
- On Kernel Smoothing and Horvitz-Thompson Estimation
- Autorzy:
- Gamrot, Wojciech
- Powiązania:
- https://bibliotekanauki.pl/articles/589769.pdf
- Data publikacji:
- 2013
- Wydawca:
- Uniwersytet Ekonomiczny w Katowicach
- Tematy:
-
Estymatory
Metody estymacji
Modele ekonometryczne
Programowanie nieliniowe
Statystyka matematyczna
Econometric models
Estimation methods
Estimators
Mathematical statistics
Nonlinear programming - Opis:
- Estimation of the total value of fixed characteristic of interest in a finite population is considered for a complex sampling scheme featuring unknown inclusion probabilities. The general empirical Horvitz-Thompson statistic is adopted as an estimator for the unknown total. In the presence of additional knowledge on inclusion probabilities taking form of inequality constraints it is proposed to use the well-known kernel estimator for individual inclusion probabilities. For a fixed-cost sequential sampling scheme this leads to a new nonparametric empirical Horvitz-Thompson estimator of a total. Its properties are compared to known alternatives in a simulation study.
- Źródło:
-
Studia Ekonomiczne; 2013, 152; 32-41
2083-8611 - Pojawia się w:
- Studia Ekonomiczne
- Dostawca treści:
- Biblioteka Nauki
Artykuł