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This article proposes some estimators based on an adaptation of the estimators developed by Bahl and Tuteja [1], Diana [2], Koyuncu and Kadilar [3], Koyuncu and Kadilar [4], Shabbir and Gupta [5], and Koyuncu [6] utilizing available supplementry attributes. Further, a new family of estimators is also developed by adapting Koyuncu [7] and Koyuncu [6]. Under stratified sampling scheme along side the nonresponse issue, the expressions for the the mean square errors (MSEs) of the adapted and proposed estimators have been determined. These theoretical findings are demonstrated by a numerical illustrationwith original data set.

A Family of Ratio Estimators in Stratified Random Sampling Utilizing Auxiliary Attribute Along Side the Nonresponse Issue