D-optimal Designs for Multiple Poisson Regression Model with Random Coefficients
Dariush Naderi, Mehrdad Niaparast, Akram Zangenehmehr
Asian Research Journal of Mathematics · pp. 1–11 · Published 20 Mar 2018
10.9734/ARJOM/2018/40150Abstract
The majority of the Optimal design research has focused on linear models and binary data models. However, a couple of researches have recently called attention to Poisson regression models with random effects. In the present paper, we theoretically and numerically discuss the optimal designs for multiple Poisson regression model with random coefficients and two explanatory variables. Since there is no closed form for the information matrix, the quasiinformation approach is applied in order to nd the optimal designs in this study. Some special cases are illustrated and a new version of equivalence theorem is obtained.
Cited by 2
Xin Liu, RongXian Yue, Zizhao Zhang · Soft Computing · 2021
Showing 1 of 2 known citations — external sources report more than can currently be individually listed.
Related research
- Application of Artificial Neural Network in Optimal Design of Reactor — shares topic coverage
- Structural Optimization of 60T Electric Mining Vehicle Frame: Finite Element Simulation Model and Analysis — shares topic coverage
- A Multistage Optimization Approach for Cost Effective Drip Irrigation Design Integrating Life Cycle Cost Analysis — shares topic coverage
- Comparison of Generalized Linear Model and Generalized Linear Mixed Model – An Application to Low Birth Weight Data — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
2
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.