Design-based random permutation models with auxiliary information
نویسندگان
چکیده
منابع مشابه
Design-based random permutation models with auxiliary information¶
We extend the random permutation model to obtain the best linear unbiased estimator of a finite population mean accounting for auxiliary variables under simple random sampling without replacement (SRS) or stratified SRS. The proposed method provides a systematic design-based justification for well-known results involving common estimators derived under minimal assumptions that do not require sp...
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This paper illustrates that prediction techniques, commonly used in model-based approach, can be applied to incorporating auxiliary information in design-based estimation. Design-based estimators of population parameters (such as mean or total) under simple random sampling without replacement using auxiliary information are developed by extending the designbased prediction method of Stanek, Sin...
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We derive optimal estimators of a linear combination of the responses, under the random permutation model, incorporating auxiliary information and response error. In particular, we propose estimators of a measure of association, that is named B and defined farther in (1), between a response and an explanatory variable based on a simple random sample obtained without replacement from a finite po...
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ژورنال
عنوان ژورنال: Statistics
سال: 2012
ISSN: 0233-1888,1029-4910
DOI: 10.1080/02331888.2010.545408