BIOGEME: a free package for the estimation of discrete choice models

By Michel Bierlaire. 2003

1,212 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/8a1519c9dcc4f07c65c98ff3f4b42fae18ead592

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Citations in the corpus

Hybrid Choice Model to Investigate Effects of Teenagers' Attitudes toward Walking and Cycling on Mode Choice Behavior (2013, methodology): “The models were estimated by using the Python Biogeme software (60, 61).”
Forecasting Americans' Long-Term Adoption of Connected and Autonomous Vehicle Technologies (2016, methodology): “A multinomial logit (MNL) model was estimated in BIOGEME (Bierlaire 2003) to 38 determine the probabilities of making these decisions (see Table 3 for model specifications) and 39 use these probabilities in the Monte Carlo method to ascertain the vehicle transaction and 40 technology adoption choice”
A Nonparametric Approach to Modeling Choice with Limited Data (2009, methodology): “Specifically, fixing V0 to 0, we used BIOGEME (Bierlaire 2003, 2008) to estimate Vi, i > 0, and s.”
Total Delay Impact Study: A Comprehensive Assessment of the Costs and Impacts of Flight Delay in the United States (2010, background): “Source: National Business Travelers' Association 2009 Business Travel Overview and Cost Forecast [9] = Assumed Meal Cost [10] = [7] + ([8] + [9])*([5]), i.”
Modeling Elicitation effects in contingent valuation studies: a Monte Carlo Analysis of the bivariate approach (2005, methodology): “For the calibration of the various models discussed in this article, the estimation software BIOGEME ( Bierlaire, 2003 ) was used3.”
The estimation of generalized extreme value models from choice-based samples (2008, methodology): “It is actually available with the Biogeme software package (Bierlaire, 2003, Bierlaire, 2005, biogeme.epfl.ch).”
Rewarding rush-hour avoidance: A study of commuters' travel behavior. (2011, methodology): “We used BIOGEME version 1.8 (Bierlaire, 2003; Bierlaire, 2009) for model estimation.”
A GPS-based bicycle route choice model for San Francisco, California (2011, methodology): “The parameters β, βPS were estimated in BIOGEME (Bierlaire 2003) using maximum likelihood and the DONLP2 optimization algorithm (Spellucci 1988).”
Attending to the Reasons for Attribute Non-attendance in Choice Experiments (2011, methodology): “All models are estimated using the software package BIOGEME (Bierlaire, 2003).”
Electric vehicle charging choices: Modelling and implications for smart charging services (2017, methodology): “These were obtained using in part BIOGEME (Bierlaire, 2003) and in part using MATLAB codes written by the authors.”
Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice (2014, methodology): “All our models were estimated simultaneously using Python Biogeme, an open source freeware designed for the estimation of discrete choice models using maximum simulated likelihood methods (Bierlaire 2003).”