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Peter Bühlmann

2 papers hereh-index 6124k citations209 works total

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

author position
  • last author2

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

fields
  • math.ST1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedP-values for high-dimensional regression

38 citations · 38 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ME2008★ 38 cited

P-values for high-dimensional regression

Nicolai Meinshausen, Lukas Meier, Peter Bühlmann

Assigning significance in high-dimensional regression is challenging. Most computationally efficient selection algorithms cannot guard against inclusion of noise variables. Asympto…

math.ST2005

Estimating high-dimensional directed acyclic graphs with the PC-algorithm

Markus Kalisch, Peter Buehlmann

We consider the PC-algorithm Spirtes et. al. (2000) for estimating the skeleton of a very high-dimensional acyclic directed graph (DAG) with corresponding Gaussian distribution. Th…

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