Abbe, E., Bierlaire, M., and Toledo, T. (2005)

Normalization and correlation of cross-nested logit models

We address two fundamental issues associated with the use of cross-nested logit models. On the one hand, we justify the adequate normalization of the model proposed by Wen and Koppelman (2001). On the other hand, we provide an analysis of the correlation structure of the CNL, based on random utility theory. We show that the conjecture by Papola (2004) about the correlation structure of the CNL is incorrect, both using theoretical arguments and numerical examples based on the exact formula of the correlation.

Published as:
Abbe et al., 2007
Abbe, E., Bierlaire, M., and Toledo, T. (2007). Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological 41(7):795-808.
ISI 2004: Impact factor: 2.856, cited half-life: 9.1