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Up to the first order of approximation, expressions of the bias and mean square error of the proposed estimators are obtained. The suggested estimators illustrate their superior performances to the current estimators in the comparable strategies in a comparative analysis using the real and simulated datasets.<\/jats:p>","DOI":"10.1155\/2023\/6643435","type":"journal-article","created":{"date-parts":[[2023,4,21]],"date-time":"2023-04-21T18:50:06Z","timestamp":1682103006000},"page":"1-16","source":"Crossref","is-referenced-by-count":1,"title":["Generalized Class of Finite Population Variance in the Presence of Random Nonresponse Using Simulation Approach"],"prefix":"10.1155","volume":"2023","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0253-8696","authenticated-orcid":true,"given":"Sapna","family":"Javed","sequence":"first","affiliation":[{"name":"Department of Mathematics and Statistics, PMAS University of Arid Agriculture, Rawalpindi, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0284-6750","authenticated-orcid":true,"given":"Saadia","family":"Masood","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics, PMAS University of Arid Agriculture, Rawalpindi, Pakistan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2699-1490","authenticated-orcid":true,"given":"Ali","family":"Shokri","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Faculty of Science, University of Maragheh, Maragheh 83111-55181, Iran"}]}],"member":"311","reference":[{"key":"1","first-page":"139","article-title":"Use of auxiliary information in estimating the finite population variance","volume":"40","author":"A. 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