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researcher

J. Bien

38 papers hereh-index 253.7k citations62 works total

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

author position
  • sole author2
  • first author8
  • middle author10
  • last author18

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • stat.ME22
  • math.ST5
  • stat.AP4
  • stat.ML3
  • stat.CO2
  • cs.DS1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedA lasso for hierarchical interactions

363 citations · 989 across the 32 of their papers we have counts for

collaborators
Showing 2015 · stat.APShow all

1 paper · 2 filters

stat.AP2015

VARX-L: Structured Regularization for Large Vector Autoregressions with Exogenous Variables

William Nicholson, David Matteson, Jacob Bien

The vector autoregression (VAR) has long proven to be an effective method for modeling the joint dynamics of macroeconomic time series as well as forecasting. A major shortcoming o…

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