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researcher

Alex Lenkoski

27 papers hereh-index 161.4k citations43 works total

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

author position
  • sole author1
  • first author2
  • middle author14
  • last author9

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • stat.AP15
  • stat.ME6
  • stat.CO2
  • math.ST1
  • physics.ao-ph1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedCopula Gaussian graphical models and their application to modeling functional disability data

195 citations · 408 across the 22 of their papers we have counts for

collaborators
Showing 2012 · stat.MEShow all

2 papers · 2 filters

stat.ME2012★ 25 cited

Instrumental Variable Bayesian Model Averaging via Conditional Bayes Factors

Anna Karl, Alex Lenkoski

We develop a method to perform model averaging in two-stage linear regression systems subject to endogeneity. Our method extends an existing Gibbs sampler for instrumental variable…

stat.ME2012

Two-Stage Bayesian Model Averaging in Endogenous Variable Models

A. Lenkoski, T. S. Eicher, A. E. Raftery

Economic modeling in the presence of endogeneity is subject to model uncertainty at both the instrument and covariate level. We propose a Two-Stage Bayesian Model Averaging (2SBMA)…

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