Distribution of Logit-type Link Function in a Generalized Quantilebased Asymmetric Distributional Setting

Authors

  • Md Rezaul Karim Department of Statistics, Jahangirnagar University, Savar, Dhaka, Bangladesh
  • Sejuti Haque Department of Statistics, Jahangirnagar University, Savar, Dhaka, Bangladesh

Keywords:

Logit-type link function, quantile estimation, quantile-based asymmetric family of distributions, SARS-CoV-2, COVID-19

Abstract

The article discusses the distribution of the logit-type link function for estimating quantile function in a generalized distributional setting. Besides this, the important properties including the quantile function of the proposed distribution are specified. In addition, the estimation of quantile function in a generalized quantile-based asymmetric family of the distributional framework via logit-type link
function is proposed. The proposed method is illustrated in an actual data application concerning the daily proportion of SARS-CoV-2 infected people tested for COVID-19 infection.

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Published

2023-09-27

How to Cite

Rezaul Karim, M. ., & Haque, S. . (2023). Distribution of Logit-type Link Function in a Generalized Quantilebased Asymmetric Distributional Setting. Thailand Statistician, 21(4), 759–766. Retrieved from https://ph02.tci-thaijo.org/index.php/thaistat/article/view/251052

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