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L. Amanton

4 papers hereh-index 695 citations41 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.DB1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedGeneralized random forest for extreme quantile regression

1 citations · 1 across the 3 of their papers we have counts for

collaborators

4 papers

stat.ME2026

Existence and consistency of weighted maximum likelihood estimator for extreme quantile regression

Lucien M. Vidagbandji, Alexandre Berred, Cyrille Bertelle +1

Estimating extreme conditional quantiles faces two major challenges: understanding complex nonlinear relationships between variables and accurately extrapolating into the tails of…

math.ST2026

Penalized estimation of GEV parameters for extreme quantile regression

Lucien M. Vidagbandji, Alexandre Berred, Cyrille Bertelle +1

Quantile regression (QR) relies on the estimation of conditional quantiles and explores the relationships between independent and dependent variables. At high probability levels, c…

stat.ME2025★ 1 cited

Generalized random forest for extreme quantile regression

Lucien M. Vidagbandji, Alexandre Berred, Cyrille Bertelle +1

Quantile regression is a statistical method which, unlike classical regression, aims to predict the conditional quantiles. Classical quantile regression methods face difficulties,…

cs.DB2019

Towards a Novel Cooperative Logistics Information System Framework

Fares Zaidi, Laurent Amanton, Eric Sanlaville

Supply Chains and Logistics have a growing importance in global economy. Supply Chain Information Systems over the world are heterogeneous and each one can both produce and receive…

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