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Alexandre Janon

13 papers hereh-index 8726 citations26 works total

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

author position
  • sole author2
  • first author5
  • middle author5
  • last author1

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • math.AP3
  • math.ST3
  • stat.CO2
  • math.OC1
same name
  • Alexandre Janon — 1 paper

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
20112019
most citedAsymptotic normality and efficiency of two Sobol index estimators

16 citations · 32 across the 11 of their papers we have counts for

collaborators
Showing 2013 · stat.APShow all

3 papers · 2 filters

stat.AP2013

Sensitivity analysis for multidimensional and functional outputs

Fabrice Gamboa, Alexandre Janon, Thierry Klein +1

Let X:=(X1​,…,Xp​) be random objects (the inputs), defined on some probability space (Ω,F,P) and valued in some measurable space $E=E_1\times\ldots…

stat.AP2013

Sensitivity indices for multivariate outputs

Fabrice Gamboa, Alexandre Janon, Thierry Klein +1

We define and study a generalization of Sobol sensitivity indices for the case of a vector output.

stat.AP2013★ 5 cited

Statistical inference for Sobol pick freeze Monte Carlo method

Fabrice Gamboa, Alexandre Janon, Thierry Klein +2

Many mathematical models involve input parameters, which are not precisely known. Global sensitivity analysis aims to identify the parameters whose uncertainty has the largest impa…

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