Exponential Ratio Type Estimator In The Presence of Non-Response

Unal C., KADILAR C.

ROMANIAN STATISTICAL REVIEW, cilt.83, sa.3, ss.371-394, 2021 (ESCI) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 83 Sayı: 3
  • Basım Tarihi: 2021
  • Doi Numarası: 10.1007/s13571-020-00234-x
  • Dergi Adı: ROMANIAN STATISTICAL REVIEW
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), Scopus, Central & Eastern European Academic Source (CEEAS), Directory of Open Access Journals
  • Sayfa Sayıları: ss.371-394
  • Anahtar Kelimeler: Non-Response, Exponential Type Estimator, Ratio Estimator, Efficiency, Mean Square Error
  • Hacettepe Üniversitesi Adresli: Evet

Özet

We propose exponential ratio type estimator to estimate the population mean under non-response scheme in this article. The expressions for the Bias and Mean Square Error (MSE) are derived and theoretical comparisons are made to examine the efficiencies of the estimator with the estimators considered by many researchers in the literature. In the end of the article, the efficiencies of the proposed estimator is supported numerically by three different data sets. According to theoretical and numerical results, it is concluded that the proposed estimator is the most efficient estimator among all others and can be applied successfully.