MATH Club: Analytic Solutions for D-optimal Designs under Generalized Linear Models, by Jie Yang
MATH Club
October 21, 2026
12:00 PM - 1:00 PM
Location
SEO 1227
Calendar
Download iCal FileJie Yang, UIC: Analytic Solutions for D-optimal Designs under Generalized Linear Models
In order to find D-optimal designs in statistics, we
often need to maximize a homogeneous polynomial as a function of proportions. We introduce two analytic approaches to solve D-optimal approximate designs under generalized linear models. The first approach provides analytic D-optimal allocations for generalized linear models with two factors. The second approach leads to explicit solutions for a class of generalized linear models with more than two factors. There are many other similar optimization problems of homogeneous polynomials that are open and
have potential applications in statistics.
Pizza will be served.
Date posted
Oct 5, 2026
Date updated
Oct 5, 2026