Special issue on robust analysis of complex data

[1]  Jie Guo,et al.  Variable selection in high-dimensional partially linear additive models for composite quantile regression , 2013, Comput. Stat. Data Anal..

[2]  Victor J. Yohai,et al.  Robust functional linear regression based on splines , 2013, Comput. Stat. Data Anal..

[3]  B. Wang,et al.  Density estimation for data with rounding errors , 2013, Comput. Stat. Data Anal..

[4]  Douglas P. Wiens,et al.  Robust minimum information loss estimation , 2013, Comput. Stat. Data Anal..

[5]  Nora Muler,et al.  Robust estimation for vector autoregressive models , 2013, Comput. Stat. Data Anal..

[6]  Alessio Farcomeni,et al.  Robust distances for outlier-free goodness-of-fit testing , 2013, Comput. Stat. Data Anal..

[7]  Graciela Boente,et al.  Robust tests in generalized linear models with missing responses , 2013, Comput. Stat. Data Anal..

[8]  Mia Hubert,et al.  Detecting influential data points for the Hill estimator in Pareto-type distributions , 2013, Comput. Stat. Data Anal..

[9]  Ricardo Fraiman,et al.  Resistant estimates for high dimensional and functional data based on random projections , 2011, Comput. Stat. Data Anal..

[10]  Pavel Cízek,et al.  One-Step Robust Estimation of Fixed-Effects Panel Data Models , 2010, Comput. Stat. Data Anal..

[11]  Byungsoo Kim,et al.  Robust estimation for the covariance matrix of multivariate time series based on normal mixtures , 2013, Comput. Stat. Data Anal..

[12]  Catherine Dehon,et al.  The robustness of the hyperbolic efficiency estimator , 2013, Comput. Stat. Data Anal..

[13]  Jan Beran,et al.  On robust tail index estimation , 2012, Comput. Stat. Data Anal..

[14]  Elvezio Ronchetti,et al.  Robust small sample accurate inference in moment condition models , 2012, Comput. Stat. Data Anal..

[15]  William Laverty,et al.  Robust descriptive discriminant analysis for repeated measures data , 2012, Comput. Stat. Data Anal..

[16]  Peter Filzmoser,et al.  Model-based replacement of rounded zeros in compositional data: Classical and robust approaches , 2012, Comput. Stat. Data Anal..

[17]  Weixin Yao,et al.  Robust fitting of mixture regression models , 2012, Comput. Stat. Data Anal..

[18]  Olcay Arslan,et al.  Weighted LAD-LASSO method for robust parameter estimation and variable selection in regression , 2012, Comput. Stat. Data Anal..

[19]  Liming Xiang,et al.  The robust estimation method for a finite mixture of Poisson mixed-effect models , 2012, Comput. Stat. Data Anal..

[20]  Ruben H. Zamar,et al.  Bandwidth choice for robust nonparametric scale function estimation , 2012, Comput. Stat. Data Anal..

[21]  Stefan Van Aelst,et al.  A Stahel-Donoho estimator based on huberized outlyingness , 2012, Comput. Stat. Data Anal..

[22]  Richard M. Huggins,et al.  A robust P-spline approach to closed population capture-recapture models with time dependence and heterogeneity , 2012, Comput. Stat. Data Anal..

[23]  Marco Riani,et al.  Computational Statistics and Data Analysis Robust Analysis of Default Intensity , 2022 .

[24]  Christophe Croux,et al.  Jump Robust Daily Covariance Estimation by Disentangling Variance and Correlation Components , 2010, Comput. Stat. Data Anal..

[25]  Peter Filzmoser,et al.  Robust joint modeling of mean and dispersion through trimming , 2012, Comput. Stat. Data Anal..

[26]  Christine H. Müller,et al.  Robust estimators and tests for bivariate copulas based on likelihood depth , 2011, Comput. Stat. Data Anal..

[27]  Tsung-Chi Cheng,et al.  Robust diagnostics for the heteroscedastic regression model , 2011, Comput. Stat. Data Anal..

[28]  Manuel J. A. Eugster,et al.  Weighted and robust archetypal analysis , 2011, Comput. Stat. Data Anal..

[29]  Alfio Marazzi,et al.  Robust accelerated failure time regression , 2011, Comput. Stat. Data Anal..

[30]  Stefan Van Aelst,et al.  Special issue on variable selection and robust procedures , 2010, Comput. Stat. Data Anal..

[31]  Stefan Van Aelst,et al.  Machine Learning and Robust Data Mining , 2007, Comput. Stat. Data Anal..

[32]  R. Christensen,et al.  Fisher Lecture: Dimension Reduction in Regression , 2007, 0708.3774.

[33]  E. Candès,et al.  The Dantzig selector: Statistical estimation when P is much larger than n , 2005, math/0506081.

[34]  David M. Mount,et al.  A practical approximation algorithm for the LMS line estimator , 1997, SODA '97.