D-Optimal Design for Logistic Regression Model with Three Independent Variables

Habib Jafari, Soliman Khazai, Yazdan Khaki and Tohid Jafari

Journal of Asian Scientific Research, 2014, vol. 4, issue 3, 120-124

Abstract: Non-linear models are of particular importance owing to their various applications in different fields. In this paper, considering D-optimal criterion, appropriate models were introduced and, based on a logistic regression model with three independent variables and dependence of information matrix on passive parameters, a locally D-optimal design was obtained for several specific states. It is noteworthy that certain designs with different points were presented and their subject optimality was calculated based on space of the parameters.

Keywords: Locally D-optimal criterion; Locally D-optimal design; Information matrix; Logistic regression; Independent variables; Support points. (search for similar items in EconPapers)
Date: 2014
References: Add references at CitEc
Citations: View citations in EconPapers (1)

Downloads: (external link)
https://archive.aessweb.com/index.php/5003/article/view/3609/5722 (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:asi:joasrj:v:4:y:2014:i:3:p:120-124:id:3609

Access Statistics for this article

More articles in Journal of Asian Scientific Research from Asian Economic and Social Society
Bibliographic data for series maintained by Robert Allen ().