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researcher

A. Kiriliouk

15 papers hereh-index 10365 citations23 works total

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

author position
  • sole author1
  • first author8
  • middle author6

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • math.ST2
  • q-fin.RM1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedNonparametric estimation of extremal dependence

5 citations · 6 across the 12 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

stat.ME2016

Peaks over thresholds modelling with multivariate generalized Pareto distributions

Anna Kiriliouk, Holger Rootzén, Johan Segers +1

When assessing the impact of extreme events, it is often not just a single component, but the combined behaviour of several components which is important. Statistical modelling usi…

stat.ME2016

A continuous updating weighted least squares estimator of tail dependence in high dimensions

John H. J. Einmahl, Anna Kiriliouk, Johan Segers

Likelihood-based procedures are a common way to estimate tail dependence parameters. They are not applicable, however, in non-differentiable models such as those arising from recen…

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