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Hélène Cossette

6 papers hereh-index 221.6k citations76 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • cs.LG1
  • stat.AP1
  • stat.CO1
same name
  • Hélène Cossette — 3 papers

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
20092022
most citedMicro-level Reserving for General Insurance Claims using a Long Short-Term Memory Network

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing math.STShow all

3 papers · 1 filter

math.ST2022

A new method to construct high-dimensional copulas with Bernoulli and Coxian-2 distributions

Christopher Blier-Wong, Hélène Cossette, Sébastien Legros +1

We propose an approach to construct a new family of generalized Farlie-Gumbel-Morgenstern (GFGM) copulas that naturally scales to high dimensions. A GFGM copula can model moderate…

math.ST2022

Exchangeable FGM copulas

Christopher Blier-Wong, Hélène Cossette, Etienne Marceau

Copulas are a powerful tool to model dependence between the components of a random vector. One well-known class of copulas when working in two dimensions is the Farlie-GumbelMorgen…

math.ST2009★ 1 cited

Adjustment coefficient for risk processes in some dependent contexts

H. Cossette, E. Marceau, V. Maume-Deschamps

Following an article by Muller and Pflug, we study the adjustment coefficient of ruin theory in a context of temporal dependency. We provide a consistent estimator of this coeffici…

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