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 2015 · stat.MEShow all

2 papers · 2 filters

stat.ME2015★ 105 cited

Most Likely Transformations

Torsten Hothorn, Lisa Möst, Peter Bühlmann

We propose and study properties of maximum likelihood estimators in the class of conditional transformation models. Based on a suitable explicit parameterisation of the uncondition…

stat.ME2015★ 55 cited

High-dimensional inference in misspecified linear models

Peter Bühlmann, Sara van de Geer

We consider high-dimensional inference when the assumed linear model is misspecified. We describe some correct interpretations and corresponding sufficient assumptions for valid as…