Abstract
In this article we compare some common ratio estimators for estimating the population total of a given characteristic. The sampling schemes considered are simple random sampling (S.R.S.) and S.R.S. under stratification. The comparisons are made using the Pitman Nearness criterion under the model-based approach. The error term is assumed normal with mean zero and variance σ2(x). The function g(x) is a known function of the auxiliary variable x. Special interest is on the cases of g(x) =1 and x. The result is found the same as that using MSE criterion, although the PN is very different from the MSE intrinsically.
Original language | English |
---|---|
Pages (from-to) | 2017-2027 |
Number of pages | 11 |
Journal | Communications in Statistics - Theory and Methods |
Volume | 16 |
Issue number | 7 |
DOIs | |
State | Published - Jan 1 1987 |
Externally published | Yes |
Keywords
- Pitman Nearness
- quadratic loss
- ratio estimator
- regression estimator