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Li Dong

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Flexible Yet Interpretable: Learning Arbitrary Random Parameter Distributions for Mixed Logit with Normalizing Flows

Downloads 31 (1,448,301)

Flexible Yet Interpretable: Learning Arbitrary Random Parameter Distributions for Mixed Logit with Normalizing Flows

Number of pages: 50 Posted: 13 May 2026
Renbin Pan, Minyu Shen, Zhihao Zhao and Li Dong
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 23 (1,570,077)

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Discrete choice models, Preference heterogeneity, Mixed Logit, Normalizing Flows, Random parameter distribution, Deep learning

Flexible Yet Interpretable: Learning Arbitrary Random Parameter Distributions for Mixed Logit with Normalizing Flows

Number of pages: 49 Posted: 19 May 2026
Renbin Pan, Minyu Shen, Zhihao Zhao and Li Dong
Southwestern University of Finance and Economics (SWUFE), Southwestern University of Finance and Economics (SWUFE), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 8 (1,635,165)

Abstract:

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Discrete choice models, Preference heterogeneity, Mixed Logit, Normalizing Flows, Random parameter distribution, Deep learning