Applications of random-parameter logit models can be found in various disciplines. These models have non-concave simulated likelihood functions and the choice of starting values is therefore crucial ...

James W. Taylor, Keming Yu, Using auto-regressive logit models to forecast the exceedance probability for financial risk management, Journal of the Royal Statistical Society.