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Invited Speakers
Olcay Arslan (University of Cukurova, Turkey):
"Robust statistical modeling using the
skew t-distributions"
Probal Chaudhuri (Indian Statistical Institute, India):
"Data depth and discriminant analysis"
Andreas Christmann (University of Dortmund, Germany):
"Robust learning from bites"
Frank Critchley (The Open University, UK)
(with A. Pires and C. Amado):
"Principal axis analysis"
Christophe Croux (Catholic University Leuven, Belgium) (with
G. Haesbroeck and K. Joossens):
"Influence analysis of error rates: logistic discrimination"
Laurie Davies (University of Essen, Germany):
"Financial data as an example of model choice"
Rudi Dutter (Vienna University of Technology, Austria):
"Computation with R: Applications in geochemical analysis"
Peter Filzmoser (Vienna University of Technology, Austria)
(with S. Serneels, C. Croux and P.J. Van Espen):
"Partial robust M-regression"
Ursula Gather (University of Dortmund, Germany):
"Breakdown and groups revisited"
Marc Hallin (University Libre Bruxelles, Belgium) (with C.
Vermandele and B.J.M. Werker):
"Semiparametrically efficient inference based on signs and ranks
for median
restricted models"
Xuming He (University of Illinois at Urbana-Champaign, USA)
(with Colin Chen):
"Lower
rank approximation of matrices based on fast and robust
alternating
regression"
Thomas Hettmansperger (Pennsylvania State University)
(with Ryan Elmore):
"A multivariate test for location based on
elliptical depth"
Mia Hubert (Catholic University Leuven, Belgium)
(with B. Vandewalle, J. Beirlant and A. Christmann):
"A
robust estimator for the tail index of Pareto-type
distributions"
Jana Jurečková (Charles University Prague, Czech Republic):
"Regression quantiles and Hajek's rank scores"
Ricardo Maronna (National University of La Plata, Argentina)
(with V.J. Yohai and A.J. Villar):
"Choosing a multivariate estimate for high dimensional data"
Joe McKean (Western Michigan University, USA):
"Rank-based procedures for repeated measure designs"
Ivan Mizera (University of Alberta, Canada):
"Robust functional estimation"
Erkki Oja (Technical University of Helsinki, Finland):
"Independent component analysis: algorithms and applications"
Daniel Peña (Universidad Carlos III de Madrid, Spain)
(with J. Prieto):
"Combining random and specific directions for robust estimation
of
high-dimensional multivariate data"
Ana Pires (Technical University of Lisbon, Portugal)
(with C.M. Santos-Pereira):
"Using clustering and robust estimators to detect outliers in
multivariate
data"
Marco Riani (University of Parma, Italy)
(with S. Salini):
"Robust and efficient multivariate calibration"
Elvezio Ronchetti (University of Geneve, Switzerland):
"Robust second-order accurate inference for generalized linear
models"
Peter Rousseeuw (University of Antwerp, Belgium)
(with G. Brys and M. Hubert):
"Robust independent component analysis"
Simon Sheather (Texas A&M University, USA)(with K.
Crimin and J.W. McKean):
"Discriminant procedures based on efficient robust discriminant
coordinates"
David Tyler (Rutgers University, USA):
"Invariant coordinate selection (ICORS): A robust perspective on
independent components analysis (ICA)"
Stefan Van Aelst (Ghent University, Belgium)
(with J. Khan and R.H. Zamar):
"Robust variable selection based on least angle regression"
Victor Yohai (University of Buenos Aires, Argentina)
(with M. Salibián-Barrera):
"A
fast algorithm for S-estimates of regression"
Yijun Zuo (Arizona State University, USA):
"A
trimmed mean with a random fraction of trimmed points"
Participants
Claudio Agostinelli:
"Estimation using the disparity measure
related to the robust identification
property"
Conceição Amado (with A.M. Pires):
"Robust
bootstrap criterion for variable selection in LDA"
Dimitar Atanasov:
"On the standard error of some classes of robust estimators"
Jose R. Berrendero (with A. Cuevas and F. Vázquez):
"Testing multivariate uniformity: the
distance-to-boundary method"
Daria Busarova:
"Robust
multivariate regression"
Michiel Debruyne (with M. Hubert):
"The influence function of Stahel-Donoho type methods for robust
PCA"
Catherine Dehon (with F. Alqallaf, C. Croux and R. Zamar):
"On
the robustness of non-parametric correlation measures"
Sanne Engelen (with M. Hubert):
"A
robust PARAFAC method"
R. Cüneyt Erenoğlu (with Ş. Hekimoğlu):
"Estimation
of parameters for linear regression using median estimator"
Zdeněk Fabián:
"Johnson descriptive statistics"
Andres Farall (with G. Boente):
"Robust multivariate tolerance region:
influence function and Monte Carlo study"
Alfonso García-Pérez:
"Chi-square
and F tests with models close to the normal"
Alfonso Gordaliza (with L.A. García-Escudero):
"Adaptive trimmed k-means for heterogenous groups"
Christian Hennig:
"Robustness concepts for general
clustering methods"
Dirk Hoorelbeke (with H. Dewachter and K. Smedts):
"Robust estimation of Jensen's alpha"
Kristel Joossens:
"Error rates for multiple group robust linear discriminant analysis"
Jan Kalina (with P.L. Davies):
"Locating
landmarks in the face"
Hendrik Kläver:
"Testing
for stochastic dominance using circular block methods"
Steven Kou (with C.C. Heyde):
"The
controversy over tailweight of distributions
and a robust measure of tailweight"
Salim Lardjane:
"Nonparametric density estimation for reversed chaotic signals"
Agustín Mayo-Iscar (with J.A. Cuesta and C. Matran):
"New perspectives for robust estimation in
the normal mixture model"
Stephan Morgenthaler:
"Estimates for very small samples"
Nora Muler (with D. Pena and V.J. Yohai):
"Robust estimates for ARMA models"
Neyko Neykov (with P. Filzmoser, R. Dimova and P.
Neytchev):
"Trimmed likelihood fitting of mixture models"
Jukka Nyblom:
"Exponential smoothing based on ranks"
Marek Omelka:
"Second order asymptotics for R-estimators and M-estimators for
a simple
linear regression"
Juan Fco. Ortega:
"A
robust alternatives to the covariance"
Jan Picek:
"Hill's estimator based on two-step regression quantiles"
Sebastien Populaire (with P. Girard):
"Robust statistics applied to the validation of analytical
methods"
John Randal:
"Robust scale estimation in finite samples"
Isabel Rodrigues (with G. Boente and A.M. Pires):
"Robust tests for the common principal components model"
Ella Roelant (with S. Van Aelst):
"An L1-type estimator of multivariate location and shape"
Peter Ruckdeschel:
"Optimally one-sided bounded ICs"
Peter Ruckdeschel (with M. Kohl):
"R-packages for infinitesimal robustness"
Matías Salibián-Barrera:
"A robust fit for generalized additive
models"
Georgy Shevlyakov (with V.I. Shin and K. Kim):
"A radical stable M-estimator of a
correlation coefficient for a bivariate
normal distribution"
Sanjoy Sinha:
"Robust analysis of mixed models for longitudinal data"
Seija Sirkiä
(with H. Oja):
"ICA with symmetrized M-estimators of scatter"
Manuela Souto de Miranda (with H. Miranda):
"Assessing the mean stationarity condition in a geostatistical
process"
Vessela Stoimenova:
"Robust parametric estimation of branching
processes with random number of
ancestors"
Maria Szretter (with V. Yohai):
"A robust proposal for sliced inverse
regression"
Valentin Todorov:
"Robust selection of variables in the linear discriminant
analysis"
Yury Tyurin:
"Testing approximate statistical hypotheses"
Mark van de Wiel (with K.I. Kim):
"Estimating the false discovery rate for interval
null-hypotheses using
nonparametric deconvolution"
Roy Welsch (with L. McCann and C. Liberty):
"Robust Sabermetrics"
Gert Willems (with S. Van Aelst and M. Salibián-Barrera):
"Robust PCA with bootstrap based on MM-estimators"
Jan Víšek:
"Consistency of instrumental weighted variables"
Masoud Yarmohammadi:
"Robust estimates for ARIMA models and their applications for
detection of outliers"
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