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researcher

M. Shum

7 papers hereh-index 314k citations160 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • econ.EM3
  • cs.LG1
  • stat.AP1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedEstimation of random coefficients logit demand models with interactive fixed effects

24 citations · 24 across the 1 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2016

Estimating Semi-parametric Panel Multinomial Choice Models using Cyclic Monotonicity

Xiaoxia Shi, Matthew Shum, Wei Song

This paper proposes a new semi-parametric identification and estimation approach to multinomial choice models in a panel data setting with individual fixed effects. Our approach is…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.