Publications under the project

Latent variable models handled with optimization aided by automatic differentiation; application to marine resource assessments



Skaug (2002) Automatic differentiation to facilitate maximum likelihood estimation in nonlinear random effects models Journal of Computational and Graphical Statistics 11 p. 458-470.

Skaug and Fournier (2004) Automatic Evaluation of the Marginal Likelihood in Nonlinear Hierarchical Models (pdf-file).