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researcher

Anne Sabourin

28 papers hereh-index 15633 citations49 works total

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

author position
  • sole author1
  • first author2
  • middle author12
  • last author12

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

fields
  • math.ST10
  • stat.ML9
  • stat.ME4
  • math.PR2
  • stat.AP2
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedSparse Representation of Multivariate Extremes with Applications to Anomaly Ranking

13 citations · 48 across the 23 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

stat.ME2014

Semi-parametric modeling of excesses above high multivariate thresholds with censored data

Anne Sabourin

How to include censored data in a statistical analysis is a recur-rent issue in statistics. In multivariate extremes, the dependence structure of large observations can be characte…

stat.AP2014★ 8 cited

Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data

Anne Sabourin, Benjamin Renard

The estimation of extreme flood quantiles is challenging due to the relative scarcity of extreme data compared to typical target return periods. Several approaches have been develo…

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