The intercept of the binary response model is not regularly identified (i.e., √n consistently estimable) when the support of both the special regressor V and the ...
In typical binary response models, the information matrix depends both on the design and the unknown parameters of interest. Thus to obtain optimal designs, one must have 'good' initial parameter ...