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Researcher
Stefan Van Aelst
Profile
Projects
Publications
Activities
Awards & Distinctions
74
Results
2016
M-estimates of location for the robust central tendency of fuzzy data
Beatriz Sinova
María Ángeles Gil
Stefan Van Aelst
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2016
Melanoma addiction to the long non-coding RNA SAMMSON
Eleonora Leucci
Roberto Vendramin
Marco Spinazzi
Patrick Laurette
Mark Fiers
Jasper Wouters
Enrico Radaelli
Sven Eyckerman
Carina Leonelli
Katrien Vanderheyden
et al.
A1
Journal Article
in
NATURE
2016
On methods for prediction based on complex data with missing values and robust principal component analysis
Holger Cevallos Valdiviezo
Stefan Van Aelst
Dirk Van den Poel
Dissertation
2016
Outlier-robust Bayesian multinomial choice modeling
Dries Benoit
Stefan Van Aelst
Dirk Van den Poel
A1
Journal Article
in
JOURNAL OF APPLIED ECONOMETRICS
2016
Robust tests for linear regression models based on τ-estimates
Matias Salibian-Barrera
Stefan Van Aelst
Victor J Yohai
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2016
2015
Mathematical inference on helminth egg counts in stool and its applications in mass drug administration programmes to control soil-transmitted helminthiasis in public health
Bruno Levecke
Roy M Anderson
Dirk Berkvens
Johannes Charlier
Brecht Devleesschauwer
Niko Speybroeck
Jozef Vercruysse
Stefan Van Aelst
A1
Journal Article
in
Advances in Parasitology
2015
Tree-based prediction on incomplete data using imputation or surrogate decisions
Holger Cevallos Valdiviezo
Stefan Van Aelst
A1
Journal Article
in
INFORMATION SCIENCES
2015
2014
A parameterized L² metric between fuzzy numbers and its parameter interpretation
Beatriz Sinova Fernández
María Ángeles Gil
María Teresa Lopez
Stefan Van Aelst
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2014
A statistical basis for harmonization of thyroid stimulating hormone immunoassays using a robust factor analysis model
Dietmar Stöckl
Katleen Van Uytfanghe
Stefan Van Aelst
Linda Thienpont
A1
Journal Article
in
CLINICAL CHEMISTRY AND LABORATORY MEDICINE
2014
Assessing the functional polycentricity of the mega-city-region of central Belgium based on advanced producer service transaction links
Heidi Hanssens
Ben Derudder
Stefan Van Aelst
Frank Witlox
A1
Journal Article
in
REGIONAL STUDIES
2014
Robust location measures for imprecise-valued random elements
Beatriz Sinova Fernández
María Ángeles Gil
Gil González Rodríguez
Stefan Van Aelst
Dissertation
2014
2013
An alternative approach to the median of a random interval using an L² metric
Beatriz Sinova Fernández
Gil González-Rodríguez
Stefan Van Aelst
P1
Conference
2013
Fast and robust bootstrap for multivariate inference: the R package FRB
Stefan Van Aelst
Gert Willems
A1
Journal Article
in
JOURNAL OF STATISTICAL SOFTWARE
2013
Harmonization of immunoassays to the all-procedure trimmed mean: proof of concept by use of data from the insulin standardization project
Sofie Van Houcke
Stefan Van Aelst
Katleen Van Uytfanghe
Linda Thienpont
A1
Journal Article
in
CLINICAL CHEMISTRY AND LABORATORY MEDICINE
2013
Robust and efficient estimation of the residual scale in linear regression
Stefan Van Aelst
Gert Willems
Ruben H Zamar
A1
Journal Article
in
JOURNAL OF MULTIVARIATE ANALYSIS
2013
2012
A Stahel-Donoho estimator based on huberized outlyingness
Stefan Van Aelst
Ellen Vandervieren
Gert Willems
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2012
Enhanced analysis of real-time PCR data by using a variable efficiency model : FPK-PCR
Antoon Lievens
Stefan Van Aelst
Marc Van den Bulcke
Els Goetghebeur
A1
Journal Article
in
NUCLEIC ACIDS RESEARCH
2012
Hotelling's T² tests (robust versions of)
Marc Hallin
Stefan Van Aelst
Bookchapter
in
Encyclopedia of environmetrics
2012
Outliers
Stefan Van Aelst
Bookchapter
in
Encyclopedia of environmetrics
2012
Simulation of between repeat variability in real time PCR reactions
Antoon Lievens
Stefan Van Aelst
Marc Van den Bulcke
Els Goetghebeur
A1
Journal Article
in
PLOS ONE
2012
The median of a random fuzzy number: the 1-norm distance approach
Beatriz Sinova Fernández
María Ángeles Gil
Ana Colubi
Stefan Van Aelst
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2012
2011
Robust and efficient one-way MANOVA tests
Stefan Van Aelst
Gert Willems
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2011
Stahel-Donoho estimators with cellwise weights
Stefan Van Aelst
E Vandervieren
Gert Willems
A1
Journal Article
in
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
2011
2010
Fast robust estimation of prediction error based on resampling
Jafar A Khan
Stefan Van Aelst
Ruben H Zamar
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2010
Inference for robust canonical variate analysis
Stefan Van Aelst
Gert Willems
A1
Journal Article
in
ADVANCES IN DATA ANALYSIS AND CLASSIFICATION
2010
Robust principal component analysis based on pairwise correlation estimators
Stefan Van Aelst
Ellen Vandervieren
Gert Willems
C1
Conference
2010
Selecting variables in two-group robust linear discriminant analysis
Stefan Van Aelst
Gert Willems
C1
Conference
2010
Special issue on variable selection and robust procedures
Stefan Van Aelst
Roy Welsch
Ruben Zamar
Editorial material
2010
Xenotransplantation by injection of a suspension of isolated preantral ovarian follicles and stroma cells under the kidney capsule of nude mice
Jan MJ Aerts
Belen Martinez-Madrid
Jo LMR Leroy
Stefan Van Aelst
Peter EJ Bols
A1
Journal Article
in
FERTILITY AND STERILITY
2010
2009
Minimum volume ellipsoid
Stefan Van Aelst
Peter Rousseeuw
A2
Journal Article
in
WILEY INTERDISCIPLINARY REVIEWS : COMPUTATIONAL STATISTICS
2009
Multivariate generalized S-estimators
Ella Roelant
Stefan Van Aelst
Christophe Croux
A1
Journal Article
in
JOURNAL OF MULTIVARIATE ANALYSIS
2009
PROPAGATION OF OUTLIERS IN MULTIVARIATE DATA
Fatemah Alqallaf
Stefan Van Aelst
Victor Yohai
Ruben Zamar
A1
Journal Article
in
ANNALS OF STATISTICS
2009
Robust linear clustering
Luis Angel Garcia-Escudero
Alfonso Gordaliza
Roberto San Martin
Stefan Van Aelst
Ruben Zamar
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2009
The minimum weighted covariance determinant estimator
Ella Roelant
Stefan Van Aelst
Gert Willems
A1
Journal Article
in
METRIKA
2009
2008
Fast Bootstrap for Robust Hotelling Tests
Ella Roelant
Stefan Van Aelst
Gert Willems
C1
Conference
2008
Fast and robust bootstrap
M SALIBIAN-BARRERA
Stefan Van Aelst
G WILLERNS
A1
Journal Article
in
STATISTICAL METHODS AND APPLICATIONS
2008
Fast robust variable selection
Stefan Van Aelst
JA KHAN
RH ZAMAR
P1
Conference
2008
Follicle survival and growth to antral stages in short-term murine ovarian cortical transplants after Cryologic solid surface vitrification or slow-rate freezing
Jan MJ Aerts
Janina BP De Clercq
Silke Andries
Jo LMR Leroy
Stefan Van Aelst
Peter EJ Bols
A1
Journal Article
in
CRYOBIOLOGY
2008
High-breakdown robust multivariate methods
M HUBERT
PJ ROUSSEEUW
Stefan Van Aelst
A1
Journal Article
in
STATISTICAL SCIENCE
2008
Quantification and viability assessment of isolated bovine primordial and primary ovarian follicles retrieved through a standardized biopsy pick-up procedure
J AERTS
B MARTINEZ-MADRID
K FLOTHMANN
J DE CLERCQ
Stefan Van Aelst
Peter Bols
A1
Journal Article
in
REPRODUCTION IN DOMESTIC ANIMALS
2008
Robust model selection using fast and robust bootstrap
M SALIBIAN-BARRERA
Stefan Van Aelst
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2008
The multivariate least-trimmed squares estimator
J AGULLO
C CROUX
Stefan Van Aelst
A1
Journal Article
in
JOURNAL OF MULTIVARIATE ANALYSIS
2008
2007
A Survey of Robust Statistics - Comment
Peter J. Rousseeuw
Stefan Van Aelst
Editorial material
2007
An L1-type estimator of multivariate location and shape
Ella Roelant
Stefan Van Aelst
A2
Journal Article
in
Statistical Methods and Applications
2007
Building a robust linear model with forward selection and stepwise procedures
JA KHAN
Stefan Van Aelst
RH ZAMAR
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2007
Machine learning and robust data mining
C CROUX
KU LEUVEN
E GALLOPOULOS
Stefan Van Aelst
H ZHA
Editorial material
2007
Robust linear model selection based on least angle regression
JA KHAN
Stefan Van Aelst
RH ZAMAR
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2007
2006
A Robust Linear Grouping Algorithm
Greet Pison
Stefan Van Aelst
R ZAMAR
C1
Conference
2006
A robust linear grouping algorithm
Greet Pison
Stefan Van Aelst
R ZAMAR
P1
Conference
2006
Linear grouping using orthogonal regression
Stefan Van Aelst
XG WANG
RH ZAMAR
R ZHU
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2006
Principal components analysis based on multivariate MM estimators with fast and robust bootstrap
M SALIBIAN-BARRERA
Stefan Van Aelst
Gert Willems
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2006
Robust estimation of Cronbach's alpha
A CHRISTMANN
Stefan Van Aelst
A1
Journal Article
in
JOURNAL OF MULTIVARIATE ANALYSIS
2006
2005
Fast and robust bootstrap for LTS
G WILLEMS
Stefan Van Aelst
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2005
Multivariate outlier detection and robustness
M HUBERT
P ROUSSEEUW
Stefan Van Aelst
Bookchapter
in
Data Mining and Data Visualization
2005
Multivariate regression S-estimators for robust estimation and inference
Stefan Van Aelst
G WILLEMS
A1
Journal Article
in
STATISTICA SINICA
2005
2004
A Fast Bootstrap Method for the MCD Estimator
G WILLEMS
Stefan Van Aelst
C1
Conference
2004
Diagnostic plots for robust multivariate methods
Greet Pison
Stefan Van Aelst
A1
Journal Article
in
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
2004
Robust multivariate regression
PJ ROUSSEEUW
Stefan Van Aelst
K VAN DRIESSEN
J AGULLO
A1
Journal Article
in
TECHNOMETRICS
2004
Robustness
M HUBERT
P ROUSSEEUW
Stefan Van Aelst
Bookchapter
in
Encyclopedia of Actuarial Sciences
2004
The Multivariate Least Weighted Squared Distances Estimator
Ella Roelant
Stefan Van Aelst
G WILLEMS
C1
Conference
2004
Theory and applications of recent robust methods
Book editor
2004
2003
A Robust Hotelling Test
G WILLEMS
Greet Pison
P ROUSSEEUW
Stefan Van Aelst
Bookchapter
in
Developments in Robust Statistics
2003
Bounded influence regression using high breakdown scatter matrices
C CROUX
Stefan Van Aelst
C DEHON
A1
Journal Article
in
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS
2003
Lack of fluorophotometric evidence of aqueous-vitreous barrier disruption after posterior capsulorhexis
V DE GROOT
M HUBERT
JA VAN BEST
S ENGELEN
Stefan Van Aelst
MJ TASSIGNON
A1
Journal Article
in
JOURNAL OF CATARACT AND REFRACTIVE SURGERY
2003
Small Sample Corrections for LTS and MCD
Greet Pison
Stefan Van Aelst
G WILLEMS
Bookchapter
in
Developments in Robust Statistics
2003
Using deepest regression method for optimization of fluidized bed granulation on semi-full scale
B RAMBALI
Stefan Van Aelst
L BAERT
DL MASSART
A1
Journal Article
in
INTERNATIONAL JOURNAL OF PHARMACEUTICS
2003
2002
A Hotelling Test based on MCD.
G WILLEMS
G PISON
PJ ROUSSEEUW
Stefan Van Aelst
C1
Conference
2002
A robust hotelling test.
G WILLEMS
G PISON
PJ ROUSSEEUW
Stefan Van Aelst
A1
Journal Article
in
METRIKA
2002
Analyzing Data with Robust Multivariate Methods and Diagnostic Plots.
G PISON
Stefan Van Aelst
C1
Conference
2002
Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm - Comment.
M HUBERT
PJ ROUSSEEUW
Stefan Van Aelst
Editorial material
2002
Nearest-neighbor variance estimation (NNVE): Robust covariance estimation via nearest-neighbor cleaning - Comment.
C CROUX
Stefan Van Aelst
Editorial material
2002
Robust Bootstrap for S-Estimators of Multivariate regression.
Stefan Van Aelst
G WILLEMS
Bookchapter
in
Statistical Data Analysis Based on the L1 Norm and Related Methods
2002
Small sample corrections for LTS and MCD.
G PISON
Stefan Van Aelst
G WILLEMS
A1
Journal Article
in
METRIKA
2002
The deepest regression method
Stefan Van Aelst
PJ Rousseeuw
M Hubert
A Struyf
A1
Journal Article
in
JOURNAL OF MULTIVARIATE ANALYSIS
2002