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On the efficiency of ratio estimator over the regression estimator

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ABSTRACT It is well known that the ratio and product estimators have the limitation of having efficiency not exceeding that of the linear regression estimator. This paper develops a new… Click to show full abstract

ABSTRACT It is well known that the ratio and product estimators have the limitation of having efficiency not exceeding that of the linear regression estimator. This paper develops a new approach to ratio estimation that produces a more precise and efficient ratio estimator that is superior to the regression estimator both in efficiency and biasedness. An empirical study is given.

Keywords: regression estimator; efficiency; estimator; ratio estimator

Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2017

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