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researcher

M. Drton

51 papers hereh-index 396.5k citations162 works total

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

author position
  • sole author4
  • first author16
  • middle author17
  • last author13

Across the 50 of 51 papers where every author was matched, so the position is known.

fields
  • math.ST25
  • stat.ME12
  • stat.ML6
  • math.CO2
  • stat.CO2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20052023
most citedExtended Bayesian Information Criteria for Gaussian Graphical Models

714 citations · 1k across the 33 of their papers we have counts for

collaborators
Showing 2019 · math.STShow all

1 paper · 2 filters

math.ST2019

Distribution-free consistent independence tests via center-outward ranks and signs

Hongjian Shi, Mathias Drton, Fang Han

This paper investigates the problem of testing independence of two random vectors of general dimensions. For this, we give for the first time a distribution-free consistent test. O…

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