BIOGEME: a free package for the estimation of discrete choice models
Published 1 January 2003Open access
Michel Bierlaire
Citations874
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
Abstract
TRANSP-OR
Keywords
Social SciencesEconomics, Econometrics and FinanceBusiness, Management and Accounting
Journal of the Operational Research SocietyDiscrete Choice Analysis: Theory and Application to Travel Demand.
5,616 Citations1987Mark Uncles, Moshe Ben‐Akiva +1 more
The MIT Press eBooksDiscrete Choice Theory of Product Differentiation
2,397 Citations1992Simon P. Anderson, André de Palma +1 more
Transportation Research Record Journal of the Transportation Research BoardMODELING THE CHOICE OF RESIDENTIAL LOCATION
2,369 Citations1978Daniel McFadden
The problem of translating the theory of economic choice behavior into concrete models suitable for analyzing housing location and methods for controlling the size of data collection and estimation tasks by sampling alternatives from the full set of alternatives are discussed.
Transportation Research Part B MethodologicalQuasi-random maximum simulated likelihood estimation of the mixed multinomial logit model
1,018 Citations2001Chandra R. Bhat
International series in management science/operations research/International series in operations research & management scienceDiscrete Choice Methods and their Applications to Short Term Travel Decisions
903 Citations1999Moshe Ben‐Akiva, Michel Bierlaire
Marketing LettersHybrid Choice Models: Progress and Challenges
775 Citations2002Moshe Ben‐Akiva, Daniel McFadden +13 more
Applied Discrete-Choice Modelling
613 Citations2018David A. Hensher, Lester W. Johnson
This book contains the following appendices: on the identification of the functional form of the utility expression and its relationship to discrete choice, by louviere, jj; and sampling, specification and data errors in probabilistic discrete choice models, by horowitz, j.
Transportation Research Part B MethodologicalThe generalized nested logit model
514 Citations2001Chieh-Hua Wen, Frank S. Koppelman
DSpace@MIT (Massachusetts Institute of Technology)Extended discrete choice models : integrated framework, flexible error structures, and latent variables
365 Citations2001Joan L. Walker
University Libraries (University of Maryland)User's Guide for CFSQP Version 2.0: A C Code for Solving (Large Scale) Constrained Nonlinear (Minimax) Optimization Problems, Generating Iterates Satisfying All Inequality Constraints
319 Citations1994Craig T. Lawrence, Jiantao Zhou +1 more
CFSQP is an implementation of two algorithms based on Sequential Quadratic Programming (SQP), modi ed so as to generate feasible iterates and the merit function used in both searches is the maximum of the objective functions if there is no non linear equality constraints, or an exact penalty function if nonlinear equality constraints are present.
DSpace@MIT (Massachusetts Institute of Technology)NETWORK KNOWLEDGE AND ROUTE CHOICE
304 Citations2002M. Scott Ramming
Evidence that a majority of travelers fail to minimize travel time or distance is presented, and it is shown that travelers with more network knowledge appear to vary their commute route to respond to changing travel conditions.
Marketing LettersCombining revealed and stated preferences data
260 Citations1994Moshe Ben‐Akiva, Mark Bradley +5 more
Mathematical ProgrammingAn SQP method for general nonlinear programs using only equality constrained subproblems
238 Citations1998Peter Spellucci
A new version of a sequential equality constrained quadratic programming method for general nonlinear programs with mixed equality and inequality constraints is described, which is much simpler to implement and allows any kind of changes of the working set in every step.
Transportation Research Record Journal of the Transportation Research BoardLink-Nested Logit Model of Route Choice: Overcoming Route Overlapping Problem
235 Citations1998Peter Vovsha, Shlomo Bekhor
A new link-nested logit model of route choice that has a flexible correlation structure that allows for overcoming the route overlapping problem and a stochastic network loading procedure that obviates route enumeration is presented.
Transportation Research Part B MethodologicalChoice set generation within the generalized extreme value family of discrete choice models
208 Citations2001Joffre Swait́
Mathematical Methods of Operations ResearchA new technique for inconsistent QP problems in the SQP method
146 Citations1998Peter Spellucci
Numerical results are reported which show that this technique for regularizing inconsistent QP problems, combined with a special method for the case of regular subproblems, is quite competitive to highly appreciated established ones.
Discrete Choice Models
117 Citations1998Michel Bierlaire
The main assumptions used to derive discrete choice models in general, and random utility models in particular, are covered in detail.
A general formulation of the cross-nested logit model
19 Citations2001Michel Bierlaire
This paper develops on the general formulation of the Cross Nested Logit model, showing that the formulations by Small (1987), Vovsha (1997) and Papola (2000) are particular cases of this general formulation and proves that the CNL model is a GEV model without using that condition.
Some development on the cross-nested logit model
13 Citations2000Andrea Papola
