Search Results - "VAN OIRBEEK, Robin"

limpca: An R package for the linear modeling of high‐dimensional designed data based on ASCA/APCA family of methods by Thiel, Michel, Benaiche, Nadia, Martin, Manon, Franceschini, Sébastien, Van Oirbeek, Robin, Govaerts, Bernadette

“…Summary Many modern analytical methods are used to analyze samples issued from an experimental design, for example, in medical, biological, chemical, or…”
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Computational Efficient Approximations of the Concordance Probability in a Big Data Setting by Oirbeek, Robin Van, Ponnet, Jolien, Baesens, Bart, Verdonck, Tim

“…Performance measurement is an essential task once a statistical model is created. The area under the receiving operating characteristics curve (AUC) is the…”
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Amphiregulin and Epiregulin mRNA Expression in Primary Tumors Predicts Outcome in Metastatic Colorectal Cancer Treated With Cetuximab by JACOBS, Bart, DE ROOCK, Wendy, HUMBLET, Yves, PENAULT-LLORCA, Frederique, DE HERTOGH, Gert, LAURENT-PUIG, Pierre, VAN CUTSEM, Eric, TEJPAR, Sabine, PIESSEVAUX, Hubert, VAN OIRBEEK, Robin, BIESMANS, Bart, SCHUTTER, Jefde, FIEUWS, Steffen, VANDESOMPELE, Jo, PEETERS, Marc, VAN LAETHEM, Jean-Luc

“…To study the power of the epidermal growth factor receptor (EGFR) epiregulin (EREG) and amphiregulin (AREG) ligands' expression in primary tumors to predict…”
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Matrix calculation for ultimate and 1-year risk in the Semi-Markov individual loss reserving model by Bettonville, Carole, d'Oultremont, Louise, Denuit, Michel, Trufin, Julien, Van Oirbeek, Robin

“…This paper proposes a multistate model with a Semi-Markov dependence structure describing the different stages in the settlement process of individual claims…”
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Concordance probability for insurance pricing models by Ponnet, Jolien, Van Oirbeek, Robin, Verdonck, Tim

“…The concordance probability, also called the C-index, is a popular measure to capture the discriminatory ability of a predictive model. In this article, the…”
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Non-Differentiable Loss Function Optimization and Interaction Effect Discovery in Insurance Pricing Using the Genetic Algorithm by Van Oirbeek, Robin, Vandervorst, Félix, Bury, Thomas, Willame, Gireg, Grumiau, Christopher, Verdonck, Tim

“…Insurance pricing is the process of determining the premiums that policyholders pay in exchange for insurance coverage. In order to estimate premiums,…”
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The contribution of social rank and attachment theory to depression in a non clinical sample of adolescents by Puissant, Sylvia Pinna, Gauthier, Jean-Marie, Van Oirbeek, Robin

“…This study explores the relative contribution of the overall quality of attachment to the mother, to the father and to peers (Inventory of Parent and Peer…”
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Exploring the Clustering Effect of the Frailty Survival Model by Means of the Brier Score by Van Oirbeek, Robin, Lesaffre, Emmanuel

“…In this article, the Brier score is used to investigate the importance of clustering for the frailty survival model. For this purpose, two versions of the…”
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Malignancies and mortality in 200 patients with primary sclerosering cholangitis: a long-term single-centre study by Fevery, Johan, Henckaerts, Liesbet, Van Oirbeek, Robin, Vermeire, Séverine, Rutgeerts, Paul, Nevens, Frederik, Van Steenbergen, Werner

“…Background: The outcome of primary sclerosing cholangitis (PSC) has improved by liver transplantation (LT), but patients often develop malignancies. We…”
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Computational Efficient Approximations of the Concordance Probability in a Big Data Setting by Van Oirbeek, Robin, Ponnet, Jolien, Verdonck, Tim

“…Performance measurement is an essential task once a statistical model is created. The Area Under the receiving operating characteristics Curve (AUC) is the…”
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mCube: Multinomial Micro-level reserving Model by Menvouta, Emmanuel Jordy, Ponnet, Jolien, Van Oirbeek, Robin, Verdonck, Tim

“…This paper presents a multinomial multi-state micro-level reserving model, denoted mCube. We propose a unified framework for modelling the time and the payment…”
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Concordance probability in a big data setting: application in non-life insurance by Van Oirbeek, Robin, Grumiau, Christopher, Verdonck, Tim

“…The concordance probability or C-index is a popular measure to capture the discriminatory ability of a regression model. In this article, the definition of…”
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