Logit Gudermannian distribution‎: ‎Properties‎, ‎regression and applications

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

Anafo Abdulzeid Yen; Ocloo ‎Selasi Kwaku; Mumuni Hanifatu Napari; Nasiru Suleman

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF STATISTICAL MODELLING: THEORY AND APPLICATIONS Year:2023 | Volume:4 | Issue:1 Page(s): 25-44

Download Full-Text

View:

Download:

Cites:

Information Journal Paper

Title

Logit Gudermannian distribution‎: ‎Properties‎, ‎regression and applications

Author(s)

Anafo Abdulzeid Yen | Ocloo ‎Selasi Kwaku | Mumuni Hanifatu Napari | Nasiru Suleman | Issue Writer Certificate

Keywords

Gudermannian distribution

One-parameter distribution

regression

Unit distribution

Univariate transformation

Abstract

In this paper‎, ‎we propose a Unit distribution called the logit Gudermannian distribution and present various statistical properties of the proposed model‎. ‎Six parameter estimation methods are explored in the quest to estimate the parameters of the proposed distribution‎. ‎We determine which estimation methods provide better parameter estimates through simulation studies‎. ‎The study shows that the logit Gudermannian distribution provides a better fit for the datasets used than other Unit distributions‎. ‎Consequently‎, ‎the logit Gudermannian distribution is used to develop a parametric regression model for studying the relationship between a unit response variable and other exogenous variables‎. ‎The new regression model's performance is compared to that of other existing regression models and found to be competitive.

Multimedia

No record.

Cites

No record.

References

No record.

Cite

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans