Biostatistics and Industrial Statistics

Journal Articles

1. Soetewey, Antoine; Legrand, Catherine; Denuit, Michel; Silversmit, Geert. Right to be forgotten for mortgage insurance issued to cancer survivors: critical assessment and new proposal. In: European Actuarial Journal, (2024). doi:10.1007/s13385-024-00403-6 (Accepté/Sous presse). http://hdl.handle.net/2078.1/293833

2. Servais, Thomas; Laurent, France; Roland, Thomas; Rossi, Camelia; De Groote, Elodie; Godart, Valérie; Repetto, Ernestina; Ponchon, Michel; Chasseur, Pascale; Crenier, Laurent; Van Eeckhoudt, Sandrine; Yango, John; Oriot, Philippe; Morisca Gavriliu, Mirela; Rouhard, Stéphanie; Deketelaere, Benjamin; Maiter, Dominique; Hermans, Michel; Yombi, Jean Cyr; Orioli, Laura. Mortality-related risk factors of inpatients with diabetes and COVID-19: A multicenter retrospective study in Belgium. In: Annales d'endocrinologie, Vol. 85, no. 1, p. 36-43 (2024). doi:10.1016/j.ando.2023.08.002. http://hdl.handle.net/2078.1/278333

3. Fall, Fanta; Mamede, Lucia; Vast, Madeline; De Tullio, Pascal; Hayette, Marie‑Pierre; Michels, Paul A. M.; Frédérich, Michel; Govaerts, Bernadette; Quetin-Leclercq, Joëlle. First comprehensive untargeted metabolomics study of suramin-treated Trypanosoma brucei: an integrated data analysis workflow from multifactor data modelling to functional analysis. In: Metabolomics, Vol. 20, p. 25 (2024). doi:10.1007/s11306-024-02094-2. http://hdl.handle.net/2078.1/285656

4. Mamede, Lúcia; Fall, Fanta; Schoumacher, Matthieu; Ledoux, Allison; Bugli, Céline; De Tullio, Pascal; Quetin-Leclercq, Joëlle; Govaerts, Bernadette; Frédérich, Michel. Comparison of extraction methods in vitro Plasmodium falciparum: A1H NMR and LC-MS joined approach. In: Biochemical and biophysical research communications, Vol. 703, p. 149684 [1-9] (2024). doi:10.1016/j.bbrc.2024.149684. http://hdl.handle.net/2078.1/285655

5. Thiel, Michel; Benaiche, Nadia; Martin, Manon; Franceschini, Sébastien; Van Oirbeek, Robin; Govaerts, Bernadette. limpca: An R package for the linear modeling of high- dimensional designed data based on ASCA/APCA family of methods. In: Journal of Chemometrics (Online), Vol. 37, no.7, p. e3482 (2023). doi:10.1002/cem.3482. http://hdl.handle.net/2078.1/277096

6. Pircalabelu, Eugen. A spline-based time-varying reproduction number for modelling epidemiological outbreaks. In: Journal of the Royal Statistical Society. Series C, Applied statistics, Vol. 72, no.3, p. 688-702 (2023). doi:10.1093/jrsssc/qlad027. http://hdl.handle.net/2078.1/276499

7. Legrand, Catherine; Tubeuf, Sandy. Le développement des vaccins anti-Covid-19 est-il allé trop vite ?. In: Regards économiques, Vol. Focus, no. 29 (2022). http://hdl.handle.net/2078.1/259615

8. Declercq, Jozefien; Van Damme, Karel F A; De Leeuw, Elisabeth; Maes, Bastiaan; Bosteels, Cedric; Tavernier, Simon J; De Buyser, Stefanie; Colman, Roos; Hites, Maya; Verschelden, Gil; Fivez, Tom; Moerman, Filip; Demedts, Ingel K; Dauby, Nicolas; De Schryver, Nicolas; Govaerts, Elke; Vandecasteele, Stefaan J; Van Laethem, Johan; Anguille, Sebastien; van der Hilst, Jeroen; Misset, Benoit; Slabbynck, Hans; Wittebole, Xavier; Liénart, Fabienne; Legrand, Catherine; Buyse, Marc; Stevens, Dieter; Bauters, Fre; Seys, Leen J M; Aegerter, Helena; Smole, Ursula; Bosteels, Victor; Hoste, Levi; Naesens, Leslie; Haerynck, Filomeen; Vandekerckhove, Linos; Depuydt, Pieter; van Braeckel, Eva; Rottey, Sylvie; Peene, Isabelle; Van Der Straeten, Catherine; Hulstaert, Frank; Lambrecht, Bart N. Effect of anti-interleukin drugs in patients with COVID-19 and signs of cytokine release syndrome (COV-AID): a factorial, randomised, controlled trial.. In: The Lancet. Respiratory medicine, Vol. 9, no.12, p. 1427-1438 (2021). doi:10.1016/S2213-2600(21)00377-5. http://hdl.handle.net/2078.1/259367

9. Thiel, Michel; Sauwen, Nicolas; Khamiakova, Tastiana; Maes, Tor; Govaerts, Bernadette. Comparison of chemometrics strategies for the spectroscopic monitoring of active pharmaceutical ingredients in chemical reactions. In: Chemometrics and Intelligent Laboratory Systems, Vol. 211, p. 104273 (2021). doi:10.1016/j.chemolab.2021.104273. http://hdl.handle.net/2078.1/243868

10. Soetewey, Antoine; Legrand, Catherine; Denuit, Michel; Silversmit, Geert. Waiting period from diagnosis for mortgage insurance issued to cancer survivors. In: European Actuarial Journal, Vol. 11, p. 135-160 (2021). doi:10.1007/s13385-020-00254-x. http://hdl.handle.net/2078.1/241429

11. Cantagallo, Eva; De Backer, Mickaël; Kicinski, Michal; Ozenne, Brice; Collette, Laurence; Legrand, Catherine; Buyse, Marc; Péron, Julien. A new measure of treatment effect in clinical trials involving competing risks based on generalized pairwise comparisons. In: Biometrical Journal, Vol. 63, no. 2, p. 272-288 (2020). doi:10.1002/bimj.201900354. http://hdl.handle.net/2078.1/241426

12. Martin, Manon; Govaerts, Bernadette. LiMM‐PCA: Combining ASCA+ and linear mixed models to analyse high‐dimensional designed data. In: Journal of Chemometrics, Vol. 34, no.6 (2020). doi:10.1002/cem.3232. http://hdl.handle.net/2078.1/230905

13. Lambert, Philippe; Bremhorst, Vincent. Inclusion of time-varying covariates in cure survival models with an application in fertility studies. In: Journal of the Royal Statistical Society. Series A, Statistics in society, Vol. 183, no. 1, p. 333-354 (2020). doi:10.1111/rssa.12501. http://hdl.handle.net/2078.1/219491

14. Lambert, Anne-Sophie; Legrand, Catherine; Cès, Sophie; Van Durme, Thérèse; Macq, Jean. Evaluating case management as a complex intervention: Lessons for the future. In: PLoS One, Vol. 14, no.10, p. e0224286 (2019). doi:10.1371/journal.pone.0224286. http://hdl.handle.net/2078.1/241419

15. Guisset, Séverine; Martin, Manon; Govaerts, Bernadette. Comparison of PARAFASCA, AComDim, and AMOPLS approaches in the multivariate GLM modelling of multi-factorial designs. In: Chemometrics and Intelligent Laboratory Systems, Vol. 184, p. 44-63 (2019). doi:10.1016/j.chemolab.2018.11.006. http://hdl.handle.net/2078.1/207565

16. Bertrand, Aurélie; Van Keilegom, Ingrid; Legrand, Catherine. Flexible parametric approach to classical measurement error variance estimation without auxiliary data : Classical Measurement Error Variance Estimation. In: Biometrics, Vol. 75, no. 1, p. 297-307 (2019). doi:10.1111/biom.12960. http://hdl.handle.net/2078.1/214798

17. Burny, Wivine; Marchant, Arnaud; Hervé, Caroline; Callegaro, Andrea; Caubet, Magalie; Fissette, Laurence; Gheyle, Lien; Legrand, Catherine; Ndour, Cheikh; Tavares Da Silva, Fernanda; van der Most, Robbert; Willems, Fabienne; Didierlaurent, Arnaud M.; Yarzabal, Juan. Inflammatory parameters associated with systemic reactogenicity following vaccination with adjuvanted hepatitis B vaccines in humans. In: Vaccine, Vol. 37, no.14, p. 2004-2015 (2019). doi:10.1016/j.vaccine.2019.02.015. http://hdl.handle.net/2078.1/214777

18. Callegaro, Andrea; Ndour, Cheikh; Aris, Emmanuel; Legrand, Catherine. A note on tests for relevant differences with extremely large sample sizes. In: Biometrical Journal, Vol. 61, no.1, p. 162-165 (2019). doi:10.1002/bimj.201800195. http://hdl.handle.net/2078.1/214790

19. Nicolaie, Mioara Alina; Taylor, Jeremy M. G.; Legrand, Catherine. Vertical modeling: analysis of competing risks data with a cure fraction. In: Lifetime Data Analysis, Vol. 25, no.1, p. 1-25 (2019). doi:10.1007/s10985-018-9417-8. http://hdl.handle.net/2078.1/214787

20. Amico, Maïlis; Van Keilegom, Ingrid; Legrand, Catherine. The Single-Index/Cox Mixture Cure Model. In: Biometrics, Vol. 75, p. 452-462 (2019). doi:10.1111/biom.12999. http://hdl.handle.net/2078.1/214788

21. Najafi, Nadia; Veyckemans, Francis; Vanhonacker, Domien; Legrand, Catherine; Van de Velde, Anne; Vandenplas, Yvan; Poelaert, Jan. Incidence and risk factors for adverse events during monitored anaesthesia care for gastrointestinal endoscopy in children: A prospective observational study.. In: European journal of anaesthesiology, Vol. 36, no.6, p. 390-399 (2019). doi:10.1097/EJA.0000000000000995. http://hdl.handle.net/2078.1/219850

22. Narasimhaiah, Deepti; Legrand, Catherine; Damotte, Diane; Remark, Romain; Munda, Marco; De Potter, Patrick; Coulie, Pierre G.; Vikkula, Miikka; Godfraind, Catherine. DNA alteration-based classification of uveal melanoma gives better prognostic stratification than immune infiltration, which has a neutral effect in high-risk group.. In: Cancer medicine, Vol. 8, no. 6, p. 3036-3046 (2019). doi:10.1002/cam4.2122. http://hdl.handle.net/2078.1/216871

23. Barbieri, Antoine; Legrand, Catherine. Joint longitudinal and time-to-event cure models for the assessment of being cured.. In: Statistical methods in medical research, Vol. 29, no. 4, p. 1256-1270 (2020). doi:10.1177/0962280219853599. http://hdl.handle.net/2078.1/219923

24. Feraud, Baptiste; Leenders, Justine; Martineau, Estelle; Giraudeau, Patrick; Govaerts, Bernadette; de Tullio, Pascal. Two data pre-processing workflows to facilitate the discovery of biomarkers by 2D NMR metabolomics. In: Metabolomics, Vol. 15, no. 63 (2019). doi:10.1007/s11306-019-1524-3. http://hdl.handle.net/2078.1/215784

25. Martin, Manon; Legat, Benoît; Leenders, Justine; Vanwinsberghe, Julien; Rousseau, Réjane; Boulanger, Bruno; Eilers, Paul H.C.; De Tullio, Pascal; Govaerts, Bernadette. PepsNMR for 1 H NMR metabolomic data pre-processing. In: Analytica Chimica Acta, Vol. 1019, p. 1-13 (2018). doi:10.1016/j.aca.2018.02.067. http://hdl.handle.net/2078.1/196600

26. Barbieri, Antoine; Tami, Myriam; Bry, Xavier; Azria, David; Gourgou, Sophie; Bascoul-Mollevi, Caroline; Lavergne, Christian. EM algorithm estimation of a structural equation model for the longitudinal study of the quality of life. In: Statistics in Medicine, Vol. 37, no. 6, p. 1031-1046 (2018). doi:10.1002/sim.7557 (Accepté/Sous presse). http://hdl.handle.net/2078.1/196023

27. Denuit, Michel; Legrand, Catherine. Risk classification in life and health insurance: extension to continuous covariates. In: European Actuarial Journal, Vol. 8, no.1, p. 245-255 (2018). doi:10.1007/s13385-018-0171-9. http://hdl.handle.net/2078.1/199778

28. Desmet, Lieven; Venet, David; Doffagne, Erik; Timmermans, Catherine; Legrand, Catherine; Burzykowski, Tomasz; Buyse, Marc. Use of the beta-binomial model for central statistical monitoring of multicenter clinical trials. In: Statistics in Biopharmaceutical Research, Vol. 9, no. 1, p. 1-11 (2017). doi:10.1080/19466315.2016.1164751. http://hdl.handle.net/2078.1/173822

29. Bertrand, Aurélie; Legrand, Catherine; Léonard, Daniel; Van Keilegom, Ingrid. Robustness of estimation methods in a survival cure model with mismeasured covariates. In: Computational Statistics & Data Analysis, Vol. 113, p. 3-18 (2017). doi:10.1016/j.csda.2016.11.013. http://hdl.handle.net/2078.1/183241

30. Tromme, Isabelle; Legrand, Catherine; Devleesschauwer, Brecht; Leiter, Ulrike; Suciu, Stefan; Eggermont, Alexander; Sacré, Laurine; Baurain, Jean-François; Thomas, Luc; Beutels, Philippe; Speybroeck, Niko. Corrigendum to "Cost-effectiveness analysis in melanoma detection: A transition model applied to dermoscopy" [Eur J Cancer 67 (2016) 38-45].. In: European Journal of Cancer, Vol. 82, p. 247 (2017). doi:10.1016/j.ejca.2017.06.001. http://hdl.handle.net/2078.1/201932

31. Feraud, Baptiste; Munaut, Carine; Martin, Manon; Verleysen, Michel; Govaerts, Bernadette. Combining strong sparsity and competitive predictive power with the L-sOPLS approach for biomarker discovery in metabolomics. In: Metabolomics, Vol. 13, no. 130, p. 15 (2017). doi:10.1007/s11306-017-1275-y. http://hdl.handle.net/2078.1/189217

32. Feraud, Baptiste; Rousseau, Rejane; Tullio, Pascal de; Verleysen, Michel; Govaerts, Bernadette. Independent Component Analysis and Statistical Modelling for the Identification of Metabolomics Biomarkers in 1H-NMR Spectroscopy. In: Journal of Biometrics & Biostatistics, Vol. 8, no. 4 (2017) (2017). doi:10.4172/2155-6180.1000367. http://hdl.handle.net/2078.1/213351

33. Thiel, Michel; Feraud, Baptiste; Govaerts, Bernadette. ASCA+ and APCA+: Extensions of ASCA and APCA in the analysis of unbalanced multifactorial designs. In: Journal of Chemometrics, Vol. 31, no. 6, p. 13 (2017). doi:10.1002/cem.2895. http://hdl.handle.net/2078.1/185670

34. Bertrand, Aurélie; Legrand, Catherine; Carroll, Raymond J.; de Meester de Ravenstein, Christophe; Van Keilegom, Ingrid. Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach. In: Biometrika, Vol. 104, no. 1, p. 31-50 (2017). doi:10.1093/biomet/asw054. http://hdl.handle.net/2078.1/183242

35. Tromme, Isabelle; Legrand, Catherine; Devleesschauwer, Brecht; Leiter, Ulrike; Suciu, Stefan; Eggermont, Alexander; Sacré, Laurine; Baurain, Jean-François; Thomas, Luc; Beutels, Philippe; Speybroeck, Niko. Cost-effectiveness analysis in melanoma detection: A transition model applied to dermoscopy. In: European Journal of Cancer, Vol. 67, p. 38-45 (2016). doi:10.1016/j.ejca.2016.07.020. http://hdl.handle.net/2078.1/176975

36. Francq, Bernard G.; Govaerts, Bernadette. How to regress and predict in a Bland-Altman plot? Review and contribution based on tolerance intervals and correlated-errors-in-variables models. In: Statistics in Medicine, Vol. 35, no. 14, p. 2328-2358 (2016). doi:10.1002/sim.6872. http://hdl.handle.net/2078.1/172848

37. Tromme, Isabelle; Legrand, Catherine; Devleesschauwer, Brecht; Leiter, Ulrike; Suciu, Stefan; Eggermont, Alexander; Francart, Julie; Calay, Frederic; Haagsma, Juanita A.; Baurain, Jean-François; Thomas, Luc; Beutels, Philippe; Speybroeck, Niko. Melanoma burden by melanoma stage: Assessment through a disease transition model. In: European Journal of Cancer, Vol. 53, p. 33-41 (2016). doi:10.1016/j.ejca.2015.09.016. http://hdl.handle.net/2078.1/170160

38. Pereira, Benoît; Vandeuren, Aubry; Govaerts, Bernadette; Sonnet, Philippe. Assessing dataset equivalence and leveling data in geochemical mapping. In: Journal of Geochemical Exploration, Vol. 168, no. 168, p. 36-48 (2016). doi:10.1016/j.gexplo.2016.05.012. http://hdl.handle.net/2078.1/175190

39. Timmermans, Catherine; Doffagne, Erik; Venet, David; Desmet, Lieven; Legrand, Catherine; Burzykowski, Tomasz; Buyse, Marc. Statistical monitoring of data quality and consistency in the Stomach Cancer Adjuvant Multi-institutional Trial Group Trial. In: Gastric Cancer, Vol. 19, no. 1, p. 24-30 (2016). doi:10.1007/s10120-015-0533-9. http://hdl.handle.net/2078.1/170300

40. Rotolo, Federico; Rondeau, Virginie; Legrand, Catherine. Incorporation of nested frailties into semiparametric multi-state models. In: Statistics in Medicine, Vol. 35, no.4, p. 609-621 (2016). doi:10.1002/sim.6734. http://hdl.handle.net/2078.1/183239

41. Boscolo, Elisa; Limaye, Nisha; Huang, Lan; Kang, Kyu-Tae; Soblet, Julie; Uebelhoer, Mélanie; Mendola, Antonella; Natynki, Marjut; Seront, Emmanuel; Dupont, Sophie; Hammer, Jennifer; Legrand, Catherine; Brugnara, Carlo; Eklund, Lauri; Vikkula, Miikka; Bischoff, Joyce; Boon, Laurence M. Rapamycin improves TIE2-mutated venous malformation in murine model and human subjects. In: Journal of Clinical Investigation, Vol. 125, no. 9, p. 3491-3504 (2015). doi:10.1172/JCI76004. http://hdl.handle.net/2078.1/161590

42. Munda, Marco; Legrand, Catherine; Duchateau, Luc; Janssen, Paul. Testing for decreasing heterogeneity in a new time-varying frailty model. In: Test, Vol. 25, no.4, p. 591-606 (2015). doi:10.1007/s11749-015-0468-9. http://hdl.handle.net/2078.1/183238

43. Benoit, Anne; Legrand, Catherine; Dewé, Walthère. Influenza vaccine efficacy trials: a simulation approach to understand failures from the past. In: Pharmaceutical Statistics : the journal of applied statistics in the pharmaceutical industry, Vol. 14, no.4, p. 294-301 (2015). doi:10.1002/pst.1685. http://hdl.handle.net/2078.1/183237

44. Feraud, Baptiste; Govaerts, Bernadette; Verleysen, Michel; de Tullio, Pascal. Statistical treatment of 2D NMR COSY spectra in metabolomics: data preparation, clustering-based evaluation of the Metabolomic Informative Content and comparison with 1H-NMR. In: Metabolomics, Vol. 11, no. 6, p. 1756-1768 (2015). doi:10.1007/s11306-015-0830-7. http://hdl.handle.net/2078.1/165850

45. Benoit, Anne; Beran, J.; Devaster, J.-M.; Esen, M.; Launay, O.; Leroux-Roels, G.; McElhaney, J. E.; Oostvogels, L.; van Essen, G. A.; Gaglani, M.; Jackson, L. A.; Vesikari, T.; Legrand, Catherine; Tibaldi, F.; Innis, B. L.; Dewe, W. Hemagglutination Inhibition Antibody Titers as a Correlate of Protection Against Seasonal A/H3N2 Influenza Disease. In: Open Forum Infectious Diseases, Vol. 2, no. 2, p. ofv067-ofv067 (2015). doi:10.1093/ofid/ofv067. http://hdl.handle.net/2078.1/183236

46. Gillet, Philippe; Rapaille, A.; Benoît, Anne; Ceinos, Manon; Bertrand, O.; de Bouyalsky, I.; Govaerts, Bernadette; Lambermont, M. First-time whole blood donation: A critical step for donor safety and retention on first three donations. In: Transfusion Clinique et Biologique, Vol. 22, no.5-6, p. 312-317 (2015). doi:10.1016/j.tracli.2015.09.002. http://hdl.handle.net/2078.1/171388

47. Francq, Bernard G.; Govaerts, Bernadette. Hyperbolic confidence bands of errors-in-variables regression lines applied to method comparison studies. In: Journal de la Société Française de Statistique & Revue de Statistique Appliquée, Vol. 155, no.1, p. 23-45 (2014). http://hdl.handle.net/2078.1/144248

48. Francq, Bernard G.; Govaerts, Bernadette. Measurement methods comparison with errors-in-variables regressions. From horizontal to vertical OLS regression, review and new perspectives. In: Chemometrics and Intelligent Laboratory Systems, Vol. 134, no. 1, p. 123-139 (2014). doi:10.1016/j.chemolab.2014.03.006. http://hdl.handle.net/2078.1/144249

Book Chapters

1. Govaerts, Bernadette; Francq, Bernard G.; Marion, Rebecca; Martin, Manon; Thiel, Michel. The Essentials on Linear Regression, ANOVA, General Linear and Linear Mixed Models for the Chemist. In: Comprehensive Chemometrics, Chemical and Biochemical Data Analysis , Elsevier, 2020, p. 431-463. 9780444641663. xxx xxx. doi:10.1016/b978-0-12-409547-2.14579-2. http://hdl.handle.net/2078.1/230895

2. Legrand, Catherine; Bertrand, Aurélie. Cure models in oncology clinical trials. In: Textbook of Clinical Trials in Oncology : A Statistical Perspective (1st Edition) , Chapman & Hall/CRC Press I Taylor & Francis Group, 2019, 465-492. 9781138083776. xxx xxx. http://hdl.handle.net/2078.1/220045

Books

1. Legrand, Catherine. Advanced Survival Models. Chapman and Hall/CRC Press, 2021. 9780429054167. 360 pages. http://hdl.handle.net/2078.1/245817