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Discrete Choice Models

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Showing 1–50 of 104 papers

TitleStatusHype
Enhancing Discrete Choice Models with Representation LearningCode1
A prediction and behavioural analysis of machine learning methods for modelling travel mode choiceCode1
Choice Set Optimization Under Discrete Choice Models of Group DecisionsCode1
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and PerformanceCode1
A Feedback Control Framework for Incentivised Suburban Parking Utilisation and Urban Core Traffic Relief—0
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models—0
Identifying the Discount Factor in Dynamic Discrete Choice Models—0
Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models—0
Identification of Average Marginal Effects in Fixed Effects Dynamic Discrete Choice Models—0
Identification in discrete choice models with imperfect information—0
A Recursive Partitioning Approach for Dynamic Discrete Choice Modeling in High Dimensional Settings—0
Attitudes and Latent Class Choice Models using Machine learning—0
A tutorial on recursive models for analyzing and predicting path choice behavior—0
A utility-based spatial analysis of residential street-level conditions; A case study of Rotterdam—0
Bayesian Deep Learning for Discrete Choice—0
A Data Fusion Approach for Ride-sourcing Demand Estimation: A Discrete Choice Model with Sampling and Endogeneity Corrections—0
Identification and Estimation of Discrete Choice Models with Unobserved Choice Sets—0
A Note on "A survey of preference estimation with unobserved choice set heterogeneity" by Gregory S. Crawford, Rachel Griffith, and Alessandro Iaria—0
Approximating Choice Data by Discrete Choice Models—0
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University—0
Evaluating the Determinants of Mode Choice Using Statistical and Machine Learning Techniques in the Indian Megacity of Bengaluru—0
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark—0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
Computer vision-enriched discrete choice models, with an application to residential location choice—0
Conditional Choice Probability Estimation of Dynamic Discrete Choice Models with 2-period Finite Dependence—0
Continuous permanent unobserved heterogeneity in dynamic discrete choice models—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
Counterfactual Sensitivity and Robustness—0
Deep Learning for the Estimation of Heterogeneous Parameters in Discrete Choice Models—0
Demand and Welfare Analysis in Discrete Choice Models with Social Interactions—0
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models—0
Discrete Choice Analysis with Machine Learning Capabilities—0
Designing Graph Convolutional Neural Networks for Discrete Choice with Network Effects—0
Discrete-Choice Model with Generalized Additive Utility Network—0
Discrete Choice Multi-Armed Bandits—0
Duality in dynamic discrete-choice models—0
Dynamic Models with Robust Decision Makers: Identification and Estimation—0
Efficient counterfactual estimation in semiparametric discrete choice models: a note on Chiong, Hsieh, and Shum (2017)—0
Enhanced multilayer perceptron with feature selection and grid search for travel mode choice prediction—0
Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach—0
Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals—0
Equilibrium Multiplicity: A Systematic Approach using Homotopies, with an Application to Chicago—0
A Neural Network Based Choice Model for Assortment Optimization—0
Existence of a Competitive Equilibrium with Substitutes, with Applications to Matching and Discrete Choice Models—0
A break from the norm? Parametric representations of preference heterogeneity for discrete choice models in health—0
Faster estimation of dynamic discrete choice models using index invertibility—0
Fully Data-driven but Interpretable Human Behavioural Modelling with Differentiable Discrete Choice Model—0
Gaussian Process Latent Class Choice Models—0
Generation of discrete random variables in scalable frameworks—0
Identifying Dynamic Discrete Choice Models with Hyperbolic Discounting—0
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