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Stefan Haufe

2 papers hereh-index 5212 citations14 works total

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

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.SP1
  • stat.ME1
same name
  • Stefan Haufe — 10 papers, h 4
  • Stefan Haufe — 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

most citedSparse Causal Discovery in Multivariate Time Series

23 citations · 24 across the 2 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2009★ 23 cited

Sparse Causal Discovery in Multivariate Time Series

Stefan Haufe, Guido Nolte, Klaus-Robert Mueller +1

Our goal is to estimate causal interactions in multivariate time series. Using vector autoregressive (VAR) models, these can be defined based on non-vanishing coefficients belongin…

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