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Computational Statistics and Data Analysis 65 (2013) vi Volume 65, September 2013 CONTENTS Special issue on Robust Analysis of Complex Data Guest Editors: Christophe Croux, Elvezio Ronchetti, Matías Salibián-Barrera and Stefan Van Aelst Editorial C. Croux, E. Ronchetti, M. Salibián-Barrera and S. Van Aelst Special issue on robust analysis of complex data 1 Special Issue Articles B. Wang and W. Wertelecki Density estimation for data with rounding errors 4 M. Hubert, G. Dierckx and D. Vanpaemel Detecting influential data points for the Hill estimator in Pareto-type distributions 13 A. Cerioli, A. Farcomeni and M. Riani Robust distances for outlier-free goodness-of-fit testing 29 R.A. Maronna and V.J. Yohai Robust functional linear regression based on splines 46 J. Guo, M. Tang, M. Tian and K. Zhu Variable selection in high-dimensional partially linear additive models for composite quantile regression 56 N. Muler and ´ V.J. Yohai Robust estimation for vector autoregressive models 68 A.M. Bianco, G. Boente and I.M. Rodrigues Robust tests in generalized linear models with missing responses 80 J.C. Lind, D.P. Wiens and V.J. Yohai Robust minimum information loss estimation 98 http://dx.doi.org/10.1016/S0167-9473(13)00174-6

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Page 1: Contents

Computational Statistics and Data Analysis 65 (2013) vi

Volume 65, September 2013

CONTENTS

Special issue on Robust Analysis of Complex DataGuest Editors: Christophe Croux, Elvezio Ronchetti, Matías Salibián-Barrera andStefan Van Aelst

EditorialC. Croux, E. Ronchetti, M. Salibián-Barrera and S. Van AelstSpecial issue on robust analysis of complex data 1

Special Issue ArticlesB. Wang and W. WerteleckiDensity estimation for data with rounding errors 4

M. Hubert, G. Dierckx and D. VanpaemelDetecting influential data points for the Hill estimator in Pareto-type distributions 13

A. Cerioli, A. Farcomeni and M. RianiRobust distances for outlier-free goodness-of-fit testing 29

R.A. Maronna and V.J. YohaiRobust functional linear regression based on splines 46

J. Guo, M. Tang, M. Tian and K. ZhuVariable selection in high-dimensional partially linear additive models for composite quantile regression 56

N. Muler and V́.J. YohaiRobust estimation for vector autoregressive models 68

A.M. Bianco, G. Boente and I.M. RodriguesRobust tests in generalized linear models with missing responses 80

J.C. Lind, D.P. Wiens and V.J. YohaiRobust minimum information loss estimation 98

http://dx.doi.org/10.1016/S0167-9473(13)00174-6

http://dx.doi.org/10.1016/S0167-9473(13)00174-6

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