Ghent University Academic Bibliography

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Point process models for novelty detection on spatial point patterns and their extremes

Stijn Luca (UGent) , Marco AF Pimentel, Peter J Watkinson and David A Clifton

(2018) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 125. p.86-103
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Small sample inference for probabilistic index models

Gustavo Amorim, Olivier Thas (UGent) , Karel Vermeulen (UGent) , Stijn Vansteelandt (UGent) and Jan De Neve (UGent)

(2018) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 121. p.137-148
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Robust tests for linear regression models based on τ-estimates

Matias Salibian-Barrera, Stefan Van Aelst (UGent) and Victor J Yohai

(2016) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 93. p.436-455
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Learning partial ordinal class memberships with kernel-based proportional odds models

Jan Verwaeren (UGent) , Willem Waegeman (UGent) and Bernard De Baets (UGent)

(2012) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 56(4). p.928-942
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A Stahel-Donoho estimator based on huberized outlyingness

Stefan Van Aelst (UGent) , Ellen Vandervieren and Gert Willems (UGent)

(2012) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 56(3). p.531-542
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Jump robust daily covariance estimation by disentangling variance and correlation components

Kris Boudt (UGent) , Jonathan Cornelissen and Christophe Croux

(2012) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 56(11). p.2993-3005
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An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

Antti Airola, Tapio Pahikkala, Willem Waegeman (UGent) , Bernard De Baets (UGent) and Tapio Salakoski

(2011) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 55(4). p.1828-1844
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Fast robust estimation of prediction error based on resampling

Jafar A Khan, Stefan Van Aelst (UGent) and Ruben H Zamar

(2010) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 54(12). p.3121-3130
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- Miscellaneous
Special issue on variable selection and robust procedures

Stefan Van Aelst (UGent) , Roy Welsch and Ruben Zamar

(2010) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 54(12). p.2879-2882
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Ensemble classification based on generalized additive models

Koen De Bock (UGent) , Kristof Coussement and Dirk Van den Poel (UGent)

(2010) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 54(6). p.1535-1546

Academic Bibliography

Point process models for novelty detection on spatial point patterns and their extremes

Small sample inference for probabilistic index models

Robust tests for linear regression models based on τ-estimates

Learning partial ordinal class memberships with kernel-based proportional odds models

A Stahel-Donoho estimator based on huberized outlyingness

Jump robust daily covariance estimation by disentangling variance and correlation components

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

Fast robust estimation of prediction error based on resampling

Special issue on variable selection and robust procedures

Ensemble classification based on generalized additive models

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