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:: Volume 23, Issue 1 (9-2012) ::
مجله‌ی بررسی‌ها 2012, 23(1): 103-127 Back to browse issues page
Jackknife Variance Estimation in Dual Frame Surveys
Marjan Noorini
Abstract:   (1620 Views)

Common methods of variance estimation like Taylor series linearization (Delta Method) requires partial derviations which make the computations very complicated as the number of frames increase. Jackknife method with much easier computations yields to remarkable decrease in bias. This article, firstly, introduces multiple frame estimators. Then it focuses on applying Jackknife method in estimating variance of multiple frame surveys estimators, and compares it to the Taylor series linearization method by conducting a simulation study.

Keywords: Jackknife variance estimation, lineatization variance estimation, multiple frames, resampling methods.
Full-Text [PDF 397 kb]   (842 Downloads)    
Type of Study: Research | Subject: General
Received: 2015/12/23 | Accepted: 2015/12/23 | Published: 2015/12/23
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Noorini M. Jackknife Variance Estimation in Dual Frame Surveys . مجله‌ی بررسی‌ها. 2012; 23 (1) :103-127
URL: http://ijoss.srtc.ac.ir/article-1-52-en.html


Volume 23, Issue 1 (9-2012) Back to browse issues page
مجله‌ی بررسی‌های آمار رسمی ایران (علمی - ترویجی) Ijoss Iranian Journal of Official Statistics Studies
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