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Normalization and correlation of cross-nested logit models

by E. Abbe, M. Bierlaire, T. Toledo - Transportation Research Part B: Methodological
"... 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 ..."
Abstract - Cited by 7 (2 self) - Add to MetaCart
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

A Theoretical Analysis of the Cross-Nested Logit Model

by Michel Bierlaire , 2001
"... The emergence of Intelligent Transportation Systems and the associated technologies has increased the need for complex models and algorithms. Namely, ..."
Abstract - Cited by 18 (7 self) - Add to MetaCart
The emergence of Intelligent Transportation Systems and the associated technologies has increased the need for complex models and algorithms. Namely,

The Continuous Cross‐Nested Logit Model: Formulation and Application for Departure Time Choice

by Jason D. Lemp, Kara M. Kockelman, Paul Damien
"... Discrete choice models, like the multinomial logit (MNL), have long been recognized for their ability to capture a wide array of transport‐related choice phenomena. However, a number of choices are continuous response variables (e.g., location choice, departure time choice, activity duration, and ..."
Abstract - Cited by 2 (1 self) - Add to MetaCart
, and vehicle usage). In this paper, the continuous cross‐nested logit (CCNL) model is introduced. The CCNL model results from generalizing the discrete cross‐nested logit (CNL) model for a continuous response variable, much like the continuous logit model emerges by generalizing the MNL. The model

A cross-nested logit choice model of joint travel mode and departure time choice for urban commuting trips: case study in Maryland-Washington, DC Region

by Chuan Ding , Sabyasachee Mishra , Yaoyu Lin , Binglei Xie , Associate Professor, Yaoyu Lin
"... Abstract: The aim of this paper is to contribute to describe the simultaneous choice of travel mode and 1 departure time by making use of a cross-nested logit structure that allows for the joint representation of ..."
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Abstract: The aim of this paper is to contribute to describe the simultaneous choice of travel mode and 1 departure time by making use of a cross-nested logit structure that allows for the joint representation of

Open Access Upper Bounds on Inefficiency of Taxed Stackelberg Network with Cross- Nested Logit Assignment

by Minghua Zenga, Yinsong Wangb
"... Abstract: Upper bound of efficiency loss is a valuable issue for transport network design and planning. This paper ini-tially explores it in a taxed stochastic traffic network whose equilibrium flow pattern is deduced by a cross-nested Logit (CNL) flow assignment model, and a centrally controlling ..."
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Abstract: Upper bound of efficiency loss is a valuable issue for transport network design and planning. This paper ini-tially explores it in a taxed stochastic traffic network whose equilibrium flow pattern is deduced by a cross-nested Logit (CNL) flow assignment model, and a centrally controlling

unknown title

by Xinjun Lai, Michel Bierlaire , 2014
"... Specification of the cross nested logit model with sampling of alternatives for route choice models ..."
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Specification of the cross nested logit model with sampling of alternatives for route choice models

unknown title

by Stephane Hess, Mark Fowler, Thomas Adler, Aniss Bahreinian
"... A joint model for vehicle type and fuel type choice: evidence from a cross-nested logit study ..."
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A joint model for vehicle type and fuel type choice: evidence from a cross-nested logit study

unknown title

by Stephane Hess, Tim Ryley, Lisa Davison, Thomas Adler
"... Improving the quality of demand forecasts through cross nested logit: a stated choice case study of airport, airline and access mode choice ..."
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Improving the quality of demand forecasts through cross nested logit: a stated choice case study of airport, airline and access mode choice

Discrete Choice Methods with Simulation

by Kenneth E. Train , 2002
"... This book describes the new generation of discrete choice meth-ods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logi ..."
Abstract - Cited by 1326 (20 self) - Add to MetaCart
: logit, generalized extreme value (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum simulated likelihood, the method of simulated

The generalized nested logit model

by Chieh-hua Wen, et al. - TRANSPORTATION RESEARCH-B , 2000
"... The generalized nested logit model is a new member of the generalized extreme value family of models. The GNL provides a higher degree of flexibility in the estimation of substitution or cross-elasticity between pairs of alternatives than previously developed generalized extreme value models. The ge ..."
Abstract - Cited by 61 (0 self) - Add to MetaCart
. The generalized nested logit model includes the paired combinatorial logit and cross-nested logit models as special cases. It also includes the product differentiation model, which represents the elasticity structure associated with multi-dimensional choices, and the ordered generalized extreme value model, which
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