fmpr / DCM-ARD

A Bayesian ARD approach for automatically determining an optimal utility function specification in Discrete Choice Models (DCMs) from an exponentially large set of possible specifications in a purely data-driven manner.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

DCM-ARD

A MATLAB implementation of a Bayesian ARD approach for automatically determining an optimal utility function specification in Discrete Choice Models (DCMs) from an exponentially large set of possible specifications in a purely data-driven manner, as proposed in the paper:

Rodrigues, F., Ortelli, N., Bierlaire, M., Pereira, F. Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models. ArXiv 2019.

About

A Bayesian ARD approach for automatically determining an optimal utility function specification in Discrete Choice Models (DCMs) from an exponentially large set of possible specifications in a purely data-driven manner.

License:GNU General Public License v3.0


Languages

Language:MATLAB 100.0%