Exploring mixture estimators in stratified random sampling

• Kanwal Iqbal,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Economics and Statistics, Dr Hasan Murad School of Management (HSM), University of Management and Technology, Lahore, Pakistan, Department of Mathematics and Statistics, University of Lahore, Sargodha Campus, Sargodha, Pakistan

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• Syed Muhammad Muslim Raza,

  Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Software, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Economics and Statistics, Dr Hasan Murad School of Management (HSM), University of Management and Technology, Lahore, Pakistan, Department of Statistics, Virtual University of Pakistan, Lahore, Pakistan

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• Tahir Mahmood ,

  Roles Conceptualization, Funding acquisition, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: tahir.mahmood@uws.ac.uk

  Affiliation School of Computing, Engineering and Physical Sciences, University of the West of Scotland, Paisley, United Kingdom

  https://orcid.org/0000-0002-8748-5949

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• Muhammad Riaz

  Roles Conceptualization, Investigation, Methodology, Validation, Writing – review & editing

  Affiliation Department of Mathematics, College of Computing and Mathematics, King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia

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