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W. Polonik

28 papers hereh-index 201.4k citations64 works total

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

author position
  • last author27

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • math.ST15
  • math.PR6
  • stat.ME4
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedAsymptotic normality of plug-in level set estimates

93 citations · 294 across the 27 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

stat.ME2019

High Order Adjusted Block-wise Empirical Likelihood For Weakly Dependent Data

Guangxing Wang, Wolfgang Polonik

It is well known that the empirical likelihood ratio confidence region suffers finite sample under-coverage issue, and this severely hampers its application in statistical inferenc…

math.ST2019

Nonparametric Confidence Regions for Level Sets: Statistical Properties and Geometry

Wanli Qiao, Wolfgang Polonik

This paper studies and critically discusses the construction of nonparametric confidence regions for density level sets. Methodologies based on both vertical variation and horizont…

math.PR2019★ 4 cited

On the asymptotic normality of persistent Betti numbers

Johannes Krebs, Wolfgang Polonik

Persistent Betti numbers are a major tool in persistent homology, a subfield of topological data analysis. Many tools in persistent homology rely on the properties of persistent Be…

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