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The corresponding classes of point estimators have been derived for estimating the population mean. Their properties (Mean Square Errors and bias) have been studied. An extensive simulation study using data generated from normal, Poisson, and Gamma distributions, as well as real dataset, has been conducted to evaluate how the proposed estimator performs in comparison to several contemporary estimators. The results have been summarized, and discussion regarding real\u2010life applications of the estimator follows.<\/jats:p>","DOI":"10.1155\/2021\/8593261","type":"journal-article","created":{"date-parts":[[2021,12,21]],"date-time":"2021-12-21T03:05:15Z","timestamp":1640055915000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Some Classes of Logarithmic\u2010Type Imputation Techniques for Handling Missing Data"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8857-1929","authenticated-orcid":false,"given":"Awadhesh K.","family":"Pandey","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7316-6023","authenticated-orcid":false,"given":"G. 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