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researcher

S. Van Aelst

12 papers hereh-index 344.6k citations162 works total

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

author position
  • middle author4
  • last author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20112022
most citedRobust Inference for Seemingly Unrelated Regression Models

25 citations · 57 across the 12 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

stat.ME2017★ 1 cited

Robust variable screening for regression using factor profiling

Yixin Wang, Stefan Van Aelst

Sure Independence Screening is a fast procedure for variable selection in ultra-high dimensional regression analysis. Unfortunately, its performance greatly deteriorates with incre…

stat.ME2017★ 11 cited

Robust bootstrap procedures for the chain-ladder method

Kris Peremans, Pieter Segaert, Stefan Van Aelst +1

Insurers are faced with the challenge of estimating the future reserves needed to handle historic and outstanding claims that are not fully settled. A well-known and widely used te…

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