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researcher

M. Shum

9 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 author5

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • econ.EM3
  • econ.GN2
  • cs.LG1
  • stat.AP1
  • stat.ME1
  • stat.ML1
same name
  • M. Shum — 1 paper, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

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

24 citations · 28 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2016★ 2 cited

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.