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

Author

Listed:
  • Habib Jafari
  • Soliman Khazai
  • Yazdan Khaki
  • Tohid Jafari

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.

Suggested Citation

  • Habib Jafari & Soliman Khazai & Yazdan Khaki & Tohid Jafari, 2014. "D-Optimal Design for Logistic Regression Model with Three Independent Variables," Journal of Asian Scientific Research, Asian Economic and Social Society, vol. 4(3), pages 120-124.
    • Handle: RePEc:asi:joasrj:v:4:y:2014:i:3:p:120-124:id:3609
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    Cited by:

    1. Necla Gündüz & Bernard Torsney, 2023. "D -Optimal Designs for Binary and Weighted Linear Regression Models: One Design Variable," Mathematics, MDPI, vol. 11(9), pages 1-19, April.

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