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Discrete Choice Models

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Showing 51–100 of 104 papers

TitleStatusHype
Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation ModelingCode0
Efficient counterfactual estimation in semiparametric discrete choice models: a note on Chiong, Hsieh, and Shum (2017)—0
Yogurts Choose Consumers? Estimation of Random-Utility Models via Two-Sided Matching—0
Identifying Dynamic Discrete Choice Models with Hyperbolic Discounting—0
The Limits of Personalization in Assortment Optimization—0
Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice modelsCode0
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and PerformanceCode1
Modeling and Analysis of Discrete Response Data: Applications to Public Opinion on Marijuana Legalization in the United States—0
On the estimation of discrete choice models to capture irrational customer behaviors—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
Identification of Incomplete PreferencesCode0
Nested Pseudo Likelihood Estimation of Continuous-Time Dynamic Discrete Games—0
Identification of Average Marginal Effects in Fixed Effects Dynamic Discrete Choice Models—0
The unreasonable effectiveness of optimal transport in economics—0
Choice Set Confounding in Discrete ChoiceCode0
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds—0
Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical SolutionCode0
Duality in dynamic discrete-choice models—0
The Refined Assortment Optimization Problem—0
Matching Function Equilibria with Partial Assignment: Existence, Uniqueness and Estimation—0
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark—0
Gaussian Process Latent Class Choice Models—0
Discrete Choice Analysis with Machine Learning Capabilities—0
Weak Identification in Discrete Choice Models—0
Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks—0
Inference for Large-Scale Linear Systems with Known Coefficients—0
Robust discrete choice models with t-distributed kernel errorsCode0
Semi-nonparametric Latent Class Choice Model with a Flexible Class Membership Component: A Mixture Model Approach—0
Mixed Logit Models and Network Formation—0
Solving Dynamic Discrete Choice Models Using Smoothing and Sieve Methods—0
A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and InterpretabilityCode0
Choice Set Optimization Under Discrete Choice Models of Group DecisionsCode1
Global Concavity and Optimization in a Class of Dynamic Discrete Choice Models—0
Temporal-Difference estimation of dynamic discrete choice models—0
Identification in discrete choice models with imperfect information—0
Identifying the Discount Factor in Dynamic Discrete Choice Models—0
The Use of Binary Choice Forests to Model and Estimate Discrete Choices—0
Identification and Estimation of Discrete Choice Models with Unobserved Choice Sets—0
Posterior Average Effects—0
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models—0
Demand and Welfare Analysis in Discrete Choice Models with Social Interactions—0
A tutorial on recursive models for analyzing and predicting path choice behavior—0
Counterfactual Sensitivity and Robustness—0
Dynamic Models with Robust Decision Makers: Identification and Estimation—0
Enhancing Discrete Choice Models with Representation LearningCode1
Deep Neural Networks for Choice Analysis: Extracting Complete Economic Information for Interpretation—0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
Social Choice Random Utility Models of Intransitive Pairwise Comparisons—0
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University—0
Solving Dynamic Discrete Choice Models: Integrated or Expected Value Function?—0
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