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Impact of Correlated Measurement Errors on Some Efficient Classes of Estimators

Author

Listed:
  • Anoop Kumar
  • Shashi Bhushan
  • Shivam Shukla
  • Walid Emam
  • Yusra Tashkandy
  • Rajesh Gupta
  • Ammar Alsinai

Abstract

It is well-known that the appearance of measurement errors spoils the traditional results in survey sampling. The concept of correlated measurement errors (CMEs) is true in various practical situations, but this has been seldom considered by researchers in survey sampling. In this article, the influence of the CME under simple random sampling (SRS) has been considered over some prominent classes of estimators for the population mean. The first-order approximated formulae of the mean square error of the introduced estimators are reported, and a comparative analysis has also been conducted with traditional estimators. The theoretical findings are extended by a broad spectrum computational study using real and artificial data.

Suggested Citation

  • Anoop Kumar & Shashi Bhushan & Shivam Shukla & Walid Emam & Yusra Tashkandy & Rajesh Gupta & Ammar Alsinai, 2023. "Impact of Correlated Measurement Errors on Some Efficient Classes of Estimators," Journal of Mathematics, Hindawi, vol. 2023, pages 1-27, October.
    • Handle: RePEc:hin:jjmath:8140831
    DOI: 10.1155/2023/8140831
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