TMB Examples

This is a collection of TMB examples hosted by the ADMB Foundation. They may be similar but not identical to examples found elsewhere.

Minimal

Maximum likelihood estimation to find the mean and variance of a normally distributed variable.

Based on a template that comes with Emacs tmb-mode.

Simple linear regression, estimating a slope and an intercept while assuming normally distributed errors.

See YouTube video 🎥 TMB tutorial: The basics.

Nonlinear mixed-effects model: logistic growth of trees, where the asymptotic maximum varies between trees.

Previously implemented in ADMB, R, and BUGS as part of an NCEAS working group. A full description of the model can be found there.

Fit a multivariate normal distribution to simulated data.