researcher

Peter Bühlmann

80 papers hereh-index 6124k citations209 works total

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

author position

sole author4
first author6
middle author21
last author46

Across the 77 of 80 papers where every author was matched, so the position is known.

fields

stat.ME45
math.ST18
stat.ML11
stat.AP4
cs.LG1
stat.CO1

same name

Peter Bühlmann — 2 papers, h 4
Peter Bühlmann — 1 paper
Peter Bühlmann — 1 paper, h 5
Peter Bühlmann — 1 paper, h 3
Peter Bühlmann — 1 paper, h 2

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

20052026

most citedMissForest - nonparametric missing value imputation for mixed-type data

6.4k citations · 14.8k across the 73 of their papers we have counts for

collaborators

Showing 2008Show all

2 papers · 1 filter

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…

stat.ML2008★ 473 cited

High-dimensional additive modeling

Lukas Meier, Sara van de Geer, Peter Bühlmann

We propose a new sparsity-smoothness penalty for high-dimensional generalized additive models. The combination of sparsity and smoothness is crucial for mathematical theory as well…