- Tytuł:
- Imputation of missing values by using raw moments
- Autorzy:
-
Sohail, Muhammed Umair
Shabbir, Javid
Sohil, Fariha - Powiązania:
- https://bibliotekanauki.pl/articles/1359290.pdf
- Data publikacji:
- 2019-04-25
- Wydawca:
- Główny Urząd Statystyczny
- Tematy:
-
non-response
imputation
raw moments
relative efficiency - Opis:
- The estimation of population parameters might be quite laborious and inefficient, when the sample data have missing values. In comparison follow-up visits, the method of imputation has been found to be a cheaper procedure from a cost point of view. In the present study, we can enhance the performance of imputation procedures by utilizing the raw moments of the auxiliary information rather than their ranks, especially, when the ranking of the auxiliary variable is expensive or difficult to do so. Equations for bias and mean squared error are obtained by large sample approximation. Through the numerical and simulation studies it can be easily understood that the proposed method of imputation can outperform their counterparts.
- Źródło:
-
Statistics in Transition new series; 2019, 20, 1; 21-40
1234-7655 - Pojawia się w:
- Statistics in Transition new series
- Dostawca treści:
- Biblioteka Nauki
Artykuł