A chapter on estimation techniques has appeared in the edited volume Regression Analysis and Causal Inference, edited by Henning Best and Christof Wolf and published by Sage. A companion website is here.

/files/NR-surf.png
An illustration of the Newton-Raphson algorithm used to maximize a log-likelihood function.