:: Volume 19, Issue 2 (3-2009) ::
مجله‌ی بررسی‌ها 2009, 19(2): 227-248 Back to browse issues page
On Some Common Practices of Systematic Sampling
Shirin Golchi *
Abstract:   (4107 Views)

Abstract. Systematic sampling is a widely used technique in survey sampling. It is easy to execute, whether the units are to be selected with equal probability or probabilities proportional to auxiliary sizes. It can be very efficient if one manages to achieve favorable stratification effects through the listing of units. The main disadvantages are that there is no unbiased method for estimating the sampling variance, and that systematic sampling may be poor when the ordering of the population is based on inaccurate knowledge. In this article we examine an aspect of systematic sampling that previously has not received much attention. It is shown that in a number of common situations, where the systematic sampling has on average the same efficiency as the corresponding random sampling alternatives under an assumed model for the population, the sampling variance fluctuates much more with the systematic sampling. The use of systematic sampling is associated with a risk that in general increases with the sampling fraction. This can be highly damaging for large samples from small populations in the case of single-stage sampling, or large subsamples from small subpopulations in the case of multi-stage sampling.

Keywords: Panel survey, Robust design, Second-order Bayes risk, Statistical decision.
Full-Text [PDF 218 kb]   (1607 Downloads)    
Type of Study: Research | Subject: General
Received: 2009/04/21 | Accepted: 2009/05/25 | Published: 2016/02/29

XML   Persian Abstract   Print

Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 19, Issue 2 (3-2009) Back to browse issues page