Lesperance, Mary; Saab, Rabih; Neuhaus, John - In: Computational Statistics & Data Analysis 71 (2014) C, pp. 211-219
An algorithm that computes nonparametric maximum likelihood estimates of a mixing distribution for a logistic regression model containing random intercepts and slopes is proposed. The algorithm identifies mixing distribution support points as the maxima of the gradient function using a direct...