Sequential designs for a Poisson regression model

The locally D-optimal design for the two-variable interaction Poisson regression model is not robust to parameter misspecification. To deal with this issue, a sequential design approach is investigated. Simulation is used to evaluate the sequential design. It is found that the sequential design is very efficient and quite robust to parameter misspecification on both unrestricted and restricted design regions.