S. Van Aelst

Statistics and Probability · 2000–2008

A researcher in the Science corpus: 9 papers; trusts 28 researchers and is trusted by 24 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 52 citations into it; #1,992 of 12,932 by trust here, #2,108 by citations
• Analytical Chemistry — 10 citations into it
• Control and Systems Engineering — 6 citations into it
• Artificial Intelligence — 5 citations into it
• Safety, Robustness & Interpretability — 5 citations into it

Whom S. Van Aelst trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Peter J. Rousseeuw
2. Christophe Croux
3. Bradley Efron
4. Katrien van Driessen
5. Hendrik P. Lopuhaä
6. N. Campbell
7. Mia Hubert
8. Gert Willems
9. A. C. Davison
10. Greet Pison

Who trusts S. Van Aelst overall

1. Mia Hubert
2. Peter J. Rousseeuw
3. Ivan Mizera
4. Andrea Cerioli
5. José Julio Espina Agulló
6. Victor Chernozhukov
7. J. Alfaro
8. Abdelhak M. Zoubir
9. Shoja'eddin Chenouri
10. Christophe Croux

Papers from S. Van Aelst's perspective

Ordered by how strongly the researchers S. Van Aelst trusts endorse each paper. Same corpus, a different order for every researcher.

1. A Fast Algorithm for the Minimum Covariance Determinant Estimator
2. Robust Regression and Outlier Detection (Wiley Series in Probability and Statistics)
3. Breakdown and groups
4. MULTIVARIATE REGRESSION S-ESTIMATORS FOR ROBUST ESTIMATION AND INFERENCE
5. ON CONVERGENCE OF STOCHASTIC PROCESSES
6. Analyse canonique basée sur des estimateurs robustes de la matrice de covariance
7. Multivariate estimation with high breakdown point
8. Principal Component Analysis Based on Robust Estimators of the Covariance or Correlation Matrix: Influence Functions and Efficiencies
9. On the uniqueness of S-functionals and M-functionals under nonelliptical distributions
10. A fast method for robust principal components with applications to chemometrics

Their papers

• The Deepest Regression Method (2002) — 49 citations
• High-Breakdown Robust Multivariate Methods (2008) — 354 citations
• Robustness of Deepest Regression (2000) — 51 citations
• Small sample corrections for LTS and MCD (2002) — 199 citations
• The multivariate least-trimmed squares estimator (2008) — 118 citations
• A robust Hotelling test (2002) — 72 citations
• Robust estimation of Cronbach's alpha (2006) — 406 citations
• Principal Components Analysis Based on Multivariate MM Estimators With Fast and Robust Bootstrap (2006) — 140 citations
• MULTIVARIATE REGRESSION S-ESTIMATORS FOR ROBUST ESTIMATION AND INFERENCE (2005) — 65 citations