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Yuan Liao

35 papers hereh-index 223.5k citations63 works total

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

author position
  • sole author1
  • first author5
  • middle author19
  • last author10

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • stat.ME12
  • econ.EM10
  • math.ST9
  • stat.ML2
  • econ.GN1
  • stat.AP1
same name
  • Yuan Liao — 8 papers, h 4
  • Yuan Liao — 7 papers, h 4
  • Yuan Liao — 4 papers, h 6
  • Yuan Liao — 2 papers, h 3
  • Yuan Liao — 2 papers, h 3
  • Yuan Liao — 2 papers, h 0

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
20102026
most citedHigh-dimensional covariance matrix estimation in approximate factor models

378 citations · 954 across the 33 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

math.ST2018★ 23 cited

Inference for Heterogeneous Effects using Low-Rank Estimation of Factor Slopes

Victor Chernozhukov, Christian Hansen, Yuan Liao +1

We study a panel data model with general heterogeneous effects where slopes are allowed to vary across both individuals and over time. The key dimension reduction assumption we emp…

econ.EM2018★ 36 cited

Factor-Driven Two-Regime Regression

Sokbae Lee, Yuan Liao, Myung Hwan Seo +1

We propose a novel two-regime regression model where regime switching is driven by a vector of possibly unobservable factors. When the factors are latent, we estimate them by the p…

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