Health


Journal Articles


1. Lauwers, Laura; Trabelsi, Sonia; Pelgrims, Ingrid; Bastiaens, Hilde; De Clercq, Eva; Guilbert, Ariane; Guyot, Madeleine; Leone, Michael; Nawrot, Tim; Van Nieuwenhuyse, An; Remmen, Roy; Saenen, Nelly; Thomas, Isabelle; Keune, Hans. Urban environment and mental health: the NAMED project, protocol for a mixed-method study. In: BMJ Open, Vol. 10, no. 2, p. e031963 (2020). doi:10.1136/bmjopen-2019-031963 (Accepté/Sous presse). http://hdl.handle.net/2078.1/227706

2. Aerts, Raf; Nemery, Benoit; Bauwelinck, Mariska; Trabelsi, Sonia; Deboosere, Patrick; Van Nieuwenhuyse, An; Nawrot, Tim S.; Casas, Lidia. Residential green space, air pollution, socioeconomic deprivation and cardiovascular medication sales in Belgium: A nationwide ecological study. In: Science of The Total Environment, Vol. 712, p. 136426 (2020). doi:10.1016/j.scitotenv.2019.136426. http://hdl.handle.net/2078.1/226770

3. Delsol, Laurent; Van Keilegom, Ingrid. Semiparametric M-estimation with non-smooth criterion functions. In: Annals of the Institute of Statistical Mathematics, Vol. 72, p. 577-605 (2020). doi:10.1007/s10463-018-0700-y. http://hdl.handle.net/2078.1/219405

4. Deresa, Negera Wakgari; Van Keilegom, Ingrid. Flexible parametric model for survival data subject to dependent censoring. In: Biometrical journal, Vol. 62, no. 1, p. 136-156 (2020). http://hdl.handle.net/2078.1/219467

5. Noh, Hohsuk; Van Keilegom, Ingrid. On relaxing the distributional assumption of stochastic frontier models. In: Journal of the Korean Statistical Society, Vol. to appear. (Accepté/Sous presse). http://hdl.handle.net/2078.1/219446

6. 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

7. Florens, Jean-Pierre; Simar, Léopold; Van Keilegom, Ingrid. Estimation of the Boundary of a Variable observed with Symmetric Error. In: Journal of the American Statistical Association, Vol. 115, no. 529, p. 425-441 (2020). doi:10.1080/01621459.2018.1555093. http://hdl.handle.net/2078.1/214601

8. Chau, Joris; von Sachs, Rainer. Intrinsic wavelet regression for curves of Hermitian positive definite matrices. In: Journal of the American Statistical Association, Vol. to appear, no. to appear, p. to appear (2020). doi:10.1080/01621459.2019.1700129 (Accepté/Sous presse). http://hdl.handle.net/2078.1/203429 ; http://hdl.handle.net/2078.1/224111

9. von Sachs, Rainer. Nonparametric Spectral Analysis of Multivariate Time Series. In: Annual Review of Statistics and Its Application, Vol. 7, no. 1, p. 361-386 (2020). doi:10.1146/annurev-statistics-031219-041138. http://hdl.handle.net/2078.1/224113

10. Aerts, Raf; Nemery, Benoit; Bauwelinck, Mariska; Trabelsi, Sonia; Deboosere, Patrick; Van Nieuwenhuyse, An; Nawrot, Tim S.; Casas, Lidia. Residential green space, air pollution, socioeconomic deprivation and cardiovascular medication sales in Belgium: A nationwide ecological study. In: Science of The Total Environment, Vol. 712, no.1, p. 136426 (2020). doi:10.1016/j.scitotenv.2019.136426. http://hdl.handle.net/2078.1/226695

11. Patilea, Valentin; Van Keilegom, Ingrid. A general approach for cure models in survival analysis. In: Annals of Statistics, Vol. to appear, p. n/a-n/a. (Accepté/Sous presse). http://hdl.handle.net/2078.1/219466

12. Bravo, Francesco; Escanciano, Juan Carlos; Van Keilegom, Ingrid. Two-Step Semiparametric Empirical Likelihood Inference. In: Annals of Statistics, Vol. 48, no. 1, p. 1-26 (2020). http://hdl.handle.net/2078.1/219406

13. Vanhems, Anne; Van Keilegom, Ingrid. ESTIMATION OF A SEMIPARAMETRIC TRANSFORMATION MODEL IN THE PRESENCE OF ENDOGENEITY. In: Econometric Theory, Vol. 35, no.1, p. 73-110 (2018). doi:10.1017/s0266466618000026. http://hdl.handle.net/2078.1/219398

14. Mammen, Enno; Van Keilegom, Ingrid; Yu, Kyusang. Expansion for moments of regression quantiles with applications to nonparametric testing. In: Bernoulli, Vol. 25, no.2, p. 793-827 (2019). doi:10.3150/17-bej986. http://hdl.handle.net/2078.1/219400

15. Mathieu, Sophie; von Sachs, Rainer; Ritter, Christian; Delouille, Véronique; Lefèvre, Laure. UNCERTAINTY QUANTIFICATION IN SUNSPOT COUNTS. In: The Astrophysical Journal, Vol. 886, no. 1, p. 14 pp (2019). http://hdl.handle.net/2078.1/220927

16. Narasimhaiah, Deepti; Legrand, Catherine; Damotte, Diane; Remark, Romain; Munda, Marco; De Potter, Patrick; Coulie, Pierre; 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

17. 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

18. Racine, Jeffrey S.; Van Keilegom, Ingrid. A Smooth Nonparametric, Multivariate, Mixed-Data Location-Scale Test. In: Journal of Business & Economic Statistics, , p. 1-12 (2019). doi:10.1080/07350015.2019.1574227. http://hdl.handle.net/2078.1/219436

19. 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

20. 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

21. Tubeuf, Sandy; Saloniki, Eirini-Christina; Cottrell, David. Parental Health Spillover in Cost-Effectiveness Analysis: Evidence from Self-Harming Adolescents in England. In: PharmacoEconomics, , p. 18p. (2018). doi:10.1007/s40273-018-0722-6. http://hdl.handle.net/2078.1/212630

22. Nagant, Carole; Barbezange, Cyril; Dedeken, Laurence; Besse-Hammer, Tatiana; Thomas, Isabelle; Mahadeb, Bhavna; Efira, André; Ferster, Alice; Corazza, Francis; Krammer, Florian. Alteration of humoral, cellular and cytokine immune response to inactivated influenza vaccine in patients with Sickle Cell Disease. In: PLOS ONE, Vol. 14, no.10, p. e0223991 (2019). doi:10.1371/journal.pone.0223991. http://hdl.handle.net/2078.1/230799

23. Gorrostieta, Cristina; Ombao, Hernando; von Sachs, Rainer. Time-Dependent Dual-Frequency Coherence in Multivariate Non-Stationary Time Series. In: Journal of Time Series Analysis, Vol. 40, p. 3-22 (2019). doi:10.1111/jtsa.12408. http://hdl.handle.net/2078.1/203145

24. 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

25. Lambert, Philippe; Bremhorst, Vincent. Estimation and identification issues in the promotion time cure model when the same covariates influence long- and short-term survival. In: Biometrical Journal, Vol. 61, no. 2, p. 275-289 (2019). doi:10.1002/bimj.201700250. http://hdl.handle.net/2078.1/209408

26. Bremhorst, Vincent; Kreyenfeld, Michaela; Lambert, Philippe. Nonparametric double additive cure survival models: an application to the estimation of the nonlinear effect of age at first parenthood on fertility. In: Statistical Modelling : an international journal, Vol. 19, no. 3, p. 248-275 (2019). doi:10.1177/1471082X18784685. http://hdl.handle.net/2078.1/189284

27. 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

28. 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

29. 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

30. Trabelsi, Sonia; Casas, Lidia; Nemery, Benoit; Nawrot, Tim S.; Thomas, Isabelle. Geographies of asthma medication purchase for pre-schoolers in Belgium. In: Respiratory Research, Vol. 20, no.90 (2019). doi:10.1186/s12931-019-1052-8. http://hdl.handle.net/2078.1/215922

31. Carrieri, Vincenzo; Madio, Leonardo; Principe, Francesco. Vaccine hesitancy and (fake) news: Quasi‐experimental evidence from Italy. In: Health Economics, (2019). doi:10.1002/hec.3937 (Accepté/Sous presse). http://hdl.handle.net/2078.1/219120

32. Escobar-Bach, Mikael; Van Keilegom, Ingrid. Non-parametric cure rate estimation under insufficient follow-up by using extremes. In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 81, no. 5, p. 861-880 (2019). doi:10.1111/rssb.12334. http://hdl.handle.net/2078.1/219454

33. 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

34. De Backer, Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid. An Adapted Loss Function for Censored Quantile Regression. In: Journal of the American Statistical Association, Vol. 114, no. 527, p. 1126-1137 (2019). doi:10.1080/01621459.2018.1469996. http://hdl.handle.net/2078.1/219403

35. Setti Raïs, Ali; Tubeuf, Sandy. (In)-equality in the allocation of R&D resources for rare diseases. In: Social Justice Research, Vol. 32, no. 3, p. 277-317 (2019). http://hdl.handle.net/2078.1/215793

36. 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. to appear (Accepted author version posted online: 2019 Jun 19) (2019), p. to appear (2019). doi:10.1177/0962280219853599. http://hdl.handle.net/2078.1/219923

37. Neumeyer, Natalie; Van Keilegom, Ingrid. Bootstrap of residual processes in regression: to smooth or not to smooth?. In: Biometrika, Vol. 106, no.2, p. 385-400 (2019). doi:10.1093/biomet/asz009. http://hdl.handle.net/2078.1/219402

38. Colling, Benjamin; Van Keilegom, Ingrid. Estimation of fully nonparametric transformation models. In: Bernoulli : a journal of mathematical statistics and probability, Vol. 25, no. 4B, p. 3762-3795 (2019). http://hdl.handle.net/2078.1/219441

39. Sujica, Aleksandar; Van Keilegom, Ingrid. The copula-graphic estimator in censored nonparametric location-scale regression models. In: Econometrics and Statistics, Vol. 7, no.C, p. 89-114 (2018). doi:10.1016/j.ecosta.2017.07.002. http://hdl.handle.net/2078.1/219393

40. Amico, Maïlis; Van Keilegom, Ingrid. Cure Models in Survival Analysis. In: Annual Review of Statistics and Its Application, Vol. 5, no.1, p. 311-342 (2018). doi:10.1146/annurev-statistics-031017-100101. http://hdl.handle.net/2078.1/219392

41. Hjort, Nils Lid; McKeague, Ian; Van Keilegom, Ingrid. Hybrid combinations of parametric and empirical likelihoods. In: Statistica Sinica, Vol. 28, no.4, p. 2389-2407 (2018). doi:10.5705/ss.202017.0291. http://hdl.handle.net/2078.1/219394

42. Escanciano, Juan Carlos; Pardo-Fernandez, Juan Carlos; Van Keilegom, Ingrid. Asymptotic distribution-free tests for semiparametric regressions with dependent data. In: Annals of Statistics, Vol. 46, no. 3, p. 1167-1196 (2018). doi:10.1214/17-AOS1581. http://hdl.handle.net/2078.1/185665

43. Wang, Lan; Van Keilegom, Ingrid; Maidman, Adam. Wild residual bootstrap inference for penalized quantile regression with heteroscedastic errors. In: Biometrika, Vol. 105, no.4, p. 859-872 (2018). doi:10.1093/biomet/asy037. http://hdl.handle.net/2078.1/219397

44. Müller, Ursula U.; Van Keilegom, Ingrid. Goodness-of-fit tests for the cure rate in a mixture cure model. In: Biometrika, Vol. 106, no.1, p. 211-227 (2018). doi:10.1093/biomet/asy058. http://hdl.handle.net/2078.1/219399

45. Fève, Frédérique; Florens, Jean-Pierre; Van Keilegom, Ingrid. Estimation of Conditional Ranks and Tests of Exogeneity in Nonparametric Nonseparable Models. In: Journal of Business and Economic Statistics, Vol. 36, no. 2, p. 334-345 (2018). doi:10.1080/07350015.2016.1166120. http://hdl.handle.net/2078.1/185668

46. 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

47. Faraz, Alireza; Heuchenne, Cédric; Saniga, Erwin. An exact method for designing Shewhart and S2 control charts to guarantee in-control performance. In: International Journal of Production Research, Vol. 56, no.7, p. 2570-2584 (2018). doi:10.1080/00207543.2017.1384580. http://hdl.handle.net/2078.1/207879

48. Chau, Van Vinh; Ombao, Hernando; von Sachs, Rainer. Intrinsic data depth for Hermitian positive definite matrices. In: Journal of Computational and Graphical Statistics, Vol. 28, no. 2, p. 427-439 (2019). doi:10.1080/10618600.2018.1537926. http://hdl.handle.net/2078.1/208820

49. Gressani, Oswaldo; Lambert, Philippe. Fast Bayesian inference using Laplace approximations in a flexible promotion time cure model based on P-splines. In: Computational Statistics & Data Analysis, Vol. 124, no.August 2018, p. 151-167 (2018). doi:10.1016/j.csda.2018.02.007. http://hdl.handle.net/2078.1/196583

50. Steland, Ansgar; von Sachs, Rainer. Asymptotics for high-dimensional covariance matrices and quadratic forms with applications to the trace functional and shrinkage. In: Stochastic Processes and their Applications, Vol. 128, no. 8, p. 2816-2855 (2018). doi:10.1016/j.spa.2017.10.007. http://hdl.handle.net/2078.1/191604

51. Roueff, François; von Sachs, Rainer. Time-frequency analysis of locally stationary Hawkes processes. In: Bernoulli : a journal of mathematical statistics and probability, Vol. 25, no. 2, p. 1355-1385 (2019). http://hdl.handle.net/2078.1/203144

52. Scolas, Sylvie; Legrand, Catherine; Oulhaj, Abderrahim; El Ghouch, Anouar. Diagnostic checks in mixture cure models with interval-censoring. In: Statistical Methods in Medical Research, Vol. 27, no. 7, p. 2114-2131 (2018). doi:10.1177/0962280216676502. http://hdl.handle.net/2078.1/183240

53. De Backer, Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid. Semiparametric copula quantile regression for complete or censored data. In: Electronic Journal of Statistics, Vol. 11, no.1, p. 1660-1698 (2017). doi:10.1214/17-EJS1273. http://hdl.handle.net/2078.1/185666

54. Escanciano, Juan Carlos; Pardo-Fernández, Juan Carlos; Van Keilegom, Ingrid. Semiparametric Estimation of Risk-return Relationships. In: Journal of Business and Economic Statistics, Vol. 35, no. 1, p. 40-52 (2017). doi:10.1080/07350015.2015.1052879. http://hdl.handle.net/2078.1/162376

55. Portier, François; El Ghouch, Anouar; Van Keilegom, Ingrid. Efficiency and bootstrap in the promotion time cure model. In: Bernoulli : a journal of mathematical statistics and probability, Vol. 23, no.4B, p. 3437-3468 (2017). doi:10.3150/16-BEJ852. http://hdl.handle.net/2078.1/185525

56. Oulhaj, Abderrahim; El Ghouch, Anouar; Holman, Rury R. Testing for qualitative heterogeneity: An application to composite endpoints in survival analysis. In: Statistical Methods in Medical Research, Vol. 28, no.1, p. 151-169 (2017). doi:10.1177/0962280217717761. http://hdl.handle.net/2078.1/219619

57. Talamakrouni, Majda; El Ghouch, Anouar; Van Keilegom, Ingrid. Parametrically guided local quasi-likelihood with censored data. In: Electronic Journal of Statistics, Vol. 11, no.2, p. 2773-2799 (2017). doi:10.1214/17-EJS1293. http://hdl.handle.net/2078.1/187171

58. Simar, Léopold; Van Keilegom, Ingrid; Zelenyuk, Valentin. Nonparametric Least Squares Methods for Stochastic Frontier Models. In: Journal of Productivity Analysis, Vol. 47, no. 3, p. 189-204 (2017). doi:10.1007/s11123-016-0474-2. http://hdl.handle.net/2078.1/174705

59. López-Cheda, Ana; Cao, Ricardo; Jacome, Amalia; Van Keilegom, Ingrid. Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models. In: Computational Statistics & Data Analysis, Vol. 105, no.(n/a, Available online 10 August 2016), p. 144-165 (2017). doi:10.1016/j.csda.2016.08.002. http://hdl.handle.net/2078.1/176974

60. Colling, Benjamin; Van Keilegom, Ingrid. Goodness-of-fit tests in semiparametric transformation models using the integrated regression function. In: Journal of Multivariate Analysis, Vol. 160, p. 10-30 (2017). doi:10.1016/j.jmva.2017.05.006. http://hdl.handle.net/2078.1/185687

61. Vandenbulcke-Plasschaert, Gregory; Int Panis, Luc; Thomas, Isabelle. On the location of reported and unreported cycling accidents: a spatial network analysis for Brussels. In: Cybergeo: European Journal of Geography. Systèmes, Modélisation, Géostatistiques, no. Document 818 (2017) (2017). doi:10.4000/cybergeo.28073. http://hdl.handle.net/2078.1/185077

62. Jean-Pierre Florens; Joël L. Horowitz; Van Keilegom, Ingrid. Bias-Corrected Confidence Intervals in a Class of Linear Inverse Problems. In: Annals of Economics and Statistics, no. 128, p. 203 (2017). doi:10.15609/annaeconstat2009.128.0203. http://hdl.handle.net/2078.1/219391

63. Faraz, Alireza; Heuchenne, Cédric; Saniga, Erwin. The np Chart with Guaranteed In-control Average Run Lengths. In: Quality and Reliability Engineering International, Vol. 33, no.5, p. 1057-1066 (2017). doi:10.1002/qre.2091. http://hdl.handle.net/2078.1/207881

64. 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

65. Birke, Melanie; Van Bellegem, Sébastien; Van Keilegom, Ingrid. Semi-parametric Estimation in a Single-index Model with Endogenous Variables. In: Scandinavian Journal of Statistics : theory and applications, Vol. 44, no.1, p. 168-191 (2017). doi:10.1111/sjos.12247. http://hdl.handle.net/2078.1/185667

66. Heuchenne, Cédric; Laurent, Géraldine. Parametric conditional variance estimation in location-scale models with censored data. In: Electronic Journal of Statistics, Vol. 11, no.1, p. 148-176 (2017). doi:10.1214/16-EJS1139. http://hdl.handle.net/2078.1/183983

67. Hambuckers, Julien; Heuchenne, Cédric. A robust statistical approach to select adequate error distributions for financial returns. In: Journal of Applied Statistics, Vol. 44, no. 1, p. 137-161 (2017). doi:10.1080/02664763.2016.1165803. http://hdl.handle.net/2078.1/180485

68. Fiecas, Marc; Franke, Jürgen; von Sachs, Rainer; Tadjuidje, Joseph. Shrinkage Estimation for Multivariate Hidden Markov Mixture Models. In: Journal of the American Statistical Association, Vol. 112, no. 517, p. 424-435 (2017). doi:10.1080/01621459.2016.1148608. http://hdl.handle.net/2078.1/170146

69. Steland, Ansgar; von Sachs, Rainer. Large-Sample Approximations for Variance-Covariance Matrices of High-Dimensional Time Series. In: Bernoulli : a journal of mathematical statistics and probability, Vol. 23, no. 4A, p. 2299-2329 (2017). doi:10.3150/16-BEJ811. http://hdl.handle.net/2078.1/170149

70. 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

71. 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

72. 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

73. Mikolajczak, Moïra; Van Bellegem, Sébastien. Increasing emotional intelligence to decrease healthcare expenditures: how profitable would it be?. In: Personality and Individual Differences, Vol. 116, p. 343-347 (2017). doi:10.1016/j.paid.2017.05.014. http://hdl.handle.net/2078.1/187426

74. Neumeyer, Natalie; Noh, Hohsuk; Van Keilegom, Ingrid. Heteroscedastic semiparametric transformation models: estimation and testing for validity. In: Statistica Sinica, Vol. 26, p. 925-954 (2016). doi:10.5705/ss.202014.0128. http://hdl.handle.net/2078.1/175462

75. Colling, Benjamin; Van Keilegom, Ingrid. Goodness-of-fit tests in semiparametric transformation models. In: Test, Vol. 25, p. 297-308 (2016). doi:10.1007/s11749-015-0448-0. http://hdl.handle.net/2078.1/162364

76. Talamakrouni, Majda; Van Keilegom, Ingrid; El Ghouch, Anouar. Parametrically guided nonparametric density and hazard estimation with censored data. In: Computational Statistics & Data Analysis, Vol. 93, p. 308-323 (2016). doi:10.1016/j.csda.2015.01.009. http://hdl.handle.net/2078.1/162367

77. Seif, Asghar; Faraz, Alireza; Heuchenne, Cédric; Saniga, Erwin. A Statistically adaptive sampling policy to the Hotelling's T^{2} Control Chart: Markov Chain Approach. In: Communications in Statistics: Theory and Methods, Vol. 45, no. 13, p. 3919-3929 (2016). doi:10.1080/03610926.2014.911910. http://hdl.handle.net/2078.1/142823

78. Simar, Léopold; Vanhems, Anne; Van Keilegom, Ingrid. Unobserved heterogeneity and endogeneity in nonparametric frontier estimation. In: Journal of Econometrics, Vol. 190, p. 360-373 (2016). doi:10.1016/j.jeconom.2015.06.015. http://hdl.handle.net/2078.1/158980

79. Garcia Portugues, Eduardo; Van Keilegom, Ingrid; Crujeiras and, Rosa M.; Gonzalez-Manteiga, Wenceslao. Testing parametric models in linear-directional regression. In: Scandinavian Journal of Statistics : theory and applications, Vol. 43, no.4, p. 1178-1191 (2016). doi:10.1111/sjos.12236. http://hdl.handle.net/2078.1/185669

80. Gonzales-Manteiga, Wenceslao; Martinez-Miranda, Maria Dolores; Van Keilegom, Ingrid. Goodness-of-fit test in parametric mixed effects models based on estimation of the error distribution. In: Biometrika, Vol. 103, no. 1, p. 133-146 (2016). doi:10.1093/biomet/asv061. http://hdl.handle.net/2078.1/171515

81. 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

82. Faraz, Alireza; Chalaki, Kamyar; Saniga, Erwin; Heuchenne, Cédric. The Robust Economic Statistical Design of the Hotelling’s T^2 Chart. In: Communications in Statistics: Theory and Methods, Vol. 45, no. 23, p. 6989-7001 (2016). doi:10.1080/03610926.2014.972574 (Accepté/Sous presse). http://hdl.handle.net/2078.1/155354

83. Roueff, François; von Sachs, Rainer; Sansonnet, Laure. Locally stationary Hawkes processes. In: Stochastic Processes and Their Applications, Vol. 126, no. 6, p. 1710-1743 (2016). doi:10.1016/j.spa.2015.12.003. http://hdl.handle.net/2078.1/170138

84. Chau, Van Vinh; von Sachs, Rainer. Functional mixed effects wavelet estimation for spectra of replicated time series. In: Electronic Journal of Statistics, Vol. 10, no.2, p. 2461-2510 (2016). doi:10.1214/16-EJS1181. http://hdl.handle.net/2078.1/176976

85. 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

86. Hambuckers, J.; Heuchenne, Cédric. Estimating the out-of-sample predictive ability of trading rules: a robust bootstrap approach. In: Journal of Forecasting, Vol. 35, no. 4, p. 347-372 (2016). doi:10.1002/for.2380. http://hdl.handle.net/2078.1/171439

87. Bremhorst, Vincent; Kreyenfeld, Michaela; Lambert, Philippe. Fertility progression in Germany: An analysis using flexible nonparametric cure survival models. In: Demographic Research, Vol. 35, p. 505-534 (2016). doi:10.4054/DemRes.2016.35.18. http://hdl.handle.net/2078.1/175674

88. Bremhorst, Vincent; Lambert, Philippe. Flexible estimation in cure survival models using Bayesian P-splines. In: Computational Statistics & Data Analysis, Vol. 93, p. 270-284 (2016). doi:10.1016/j.csda.2014.05.009. http://hdl.handle.net/2078.1/144647

89. Scolas, Sylvie; El Ghouch, Anouar; Legrand, Catherine; Oulhaj, Abderrahim. Variable selection in a flexible parametric mixture cure model with interval-censored data. In: Statistics in Medicine, Vol. 35, no.7, p. 1210-1225 (2016). doi:10.1002/sim.6767. http://hdl.handle.net/2078.1/173677

90. 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

91. Frasso, Gianluca; Lambert, Philippe. Bayesian inference in an extended SEIR model with nonparametric disease transmission rate: an application to the Ebola epidemic in Sierra Leone. In: Biostatistics, Vol. 17, no.4, p. 779-792 (2016). doi:10.1093/biostatistics/kxw027. http://hdl.handle.net/2078.1/177211

92. Jaspers, Stijn; Lambert, Philippe; Aerts, Marc. A Bayesian approach to the semiparametric estimation of a minimum inhibitory concentration distribution. In: Annals of Applied Statistics, Vol. 10, no.2, p. 906-924 (2016). doi:10.1214/16-AOAS918. http://hdl.handle.net/2078.1/177217

93. Frasso, Gianluca; Jaeger, Jonathan; Lambert, Philippe. Parameter estimation and inference in dynamic systems described by linear partial differential equations. In: A St A - Advances in Statistical Analysis, Vol. 100, no. 3, p. 259-287 (2016). doi:10.1007/s10182-015-0257-5. http://hdl.handle.net/2078.1/168110

94. Frasso, Gianluca; Jaeger, Jonathan; Lambert, Philippe. Inference in dynamic systems using B-splines and quasilinearized ODE penalties. In: Biometrical Journal : journal of mathematical methods in biosciences, Vol. 58, no. 3, p. 691-714 (2016). doi:10.1002/bimj.201500082. http://hdl.handle.net/2078.1/168111

95. Cetinyürek, Aysun; Lambert, Philippe. Semi-parametric frailty model for clustered interval-censored data. In: Statistical Modelling : an international journal, Vol. 16, no.5, p. 360-391 (2016). doi:10.1177/1471082X16655631. http://hdl.handle.net/2078.1/177215

96. 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

97. Talamakrouni, Majda; El Ghouch, Anouar; Van Keilegom, Ingrid. Guided Censored Regression. In: Scandinavian Journal of Statistics : theory and applications, Vol. 42, p. 214-233 (2015). doi:10.1111/sjos.12103. http://hdl.handle.net/2078.1/154927

98. Pardo-Fernández, Juan Carlos; Jiménez-Gamero, María Dolores; El Ghouch, Anouar. A Non-parametric ANOVA-type Test for Regression Curves Based on Characteristic Functions. In: Scandinavian Journal of Statistics : theory and applications, Vol. 42, no. 1, p. 197-213 (2015). doi:10.1111/sjos.12102. http://hdl.handle.net/2078.1/154923

99. Kneip, Alois; Simar, Léopold; Van Keilegom, Ingrid. Frontier estimation in the presence of measurement error with unknown variance. In: Journal of Econometrics, Vol. 184, no.2, p. 379-393 (2015). doi:10.1016/j.jeconom.2014.09.012. http://hdl.handle.net/2078.1/154466

100. Sujica, Aleksandar; Van Keilegom, Ingrid. Estimation of location and scale functionals in nonparametric regression under copula dependent censoring. In: Canadian Journal of Statistics, Vol. 43, no.2, p. 306-335 (2015). doi:10.1002/cjs.11250. http://hdl.handle.net/2078.1/162369

101. Noh, Hohsuk; El Ghouch, Anouar; Van Keilegom, Ingrid. Semiparametric Conditional Quantile Estimation Through Copula-Based Multivariate Models. In: Journal of Business and Economic Statistics, Vol. 33, no.2, p. 167-178 (2015). doi:10.1080/07350015.2014.926171. http://hdl.handle.net/2078.1/160896

102. Pardo-Fernández, Juan Carlos; Jiménez-Gamero, María Dolores; El Ghouch, Anouar. Tests for the equality of conditional variance functions in nonparametric regression. In: Electronic Journal of Statistics, Vol. 9, no.2, p. 1826-1851 (2015). doi:10.1214/15-EJS1058. http://hdl.handle.net/2078.1/180239

103. Casas, Lidia; Thomas, Isabelle; Nawrot, Tim; Bouland, Catherine; Deboosere, Patrick; Van Nieuwenhuyse, An; Nemery, Benoit. Impact of green/blue spaces on specific morbidity and cause-specific mortality in Belgium: the GRESP-HEALTH project protocol (2015-2019). In: Archives of Public Health, Vol. 73, no. Suppl 1, p. P16 (2015). doi:10.1186/2049-3258-73-S1-P16. http://hdl.handle.net/2078.1/167911

104. 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

105. Heuchenne, Cédric; Samb, Rawane; Van Keilegom, Ingrid. Estimating the error distribution in semiparametric transformation models. In: Electronic Journal of Statistics, Vol. 9, no.2, p. 2391-2419 (2015). doi:10.1214/15-EJS1057. http://hdl.handle.net/2078.1/168074

106. Timmermans, Catherine; von Sachs, Rainer. A novel semi-distance for measuring dissimilarities of curves with sharp local patterns. In: Journal of Statistical Planning and Inference, Vol. 160, p. 35-50 (2015). doi:10.1016/j.jspi.2014.11.007. http://hdl.handle.net/2078.1/154928

107. 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

108. Donneau, Anne-Françoise; Mauer, Murielle E L; Lambert, Philippe; Lesaffre, Emmanuel M E H; Albert, Aurélie. Testing the proportional odds assumption in multiply imputed ordinal longitudinal data. In: Journal of Applied Statistics, Vol. 42, no.10, p. 2257-2279 (2015). doi:10.1080/02664763.2015.1023704. http://hdl.handle.net/2078.1/168109

109. Varughese, Melvin; von Sachs, Rainer; Stephanou, Michael; Bassett, Bruce. Nonparametric Transient Classification using Adaptive Wavelets. In: Monthly Notices of the Royal Astronomical Society, Vol. 453, no. 3, p. 2848-2861 (2015). doi:10.1093/mnras/stv1816. http://hdl.handle.net/2078.1/165197

110. Colling, Benjamin; Heuchenne, Cédric; Samb, Rawane; Van Keilegom, Ingrid. Estimation of the Error Density in a Semiparametric Transformation Model. In: Annals of the Institute of Statistical Mathematics, Vol. 67, p. 1-18 (2015). doi:10.1007/s10463-013-0441-x. http://hdl.handle.net/2078.1/142815

111. Donneau, Anne-Françoise; Mauer, Murielle; Lambert, Philippe; Molenberghs, Geert; Albert, Adelin. Simulation-based study comparing multiple imputation methods for non-monotone missing ordinal data in longitudinal settings. In: Journal of Biopharmaceutical Statistics, Vol. 25, no. 3, p. 570-601 (2015). doi:10.1080/10543406.2014.920864. http://hdl.handle.net/2078.1/142130

112. 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

113. 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

114. Rosas Aguirre, Angel; Erhart, Annette; Llanos-Cuentas, Alejandro; Branch, Oralee; Berkvens, Dirk; Abatih, Emmanuel; Lambert, Philippe; Frasso, Gianluca; Rodriguez, Hugo; Gamboa, Dionicia; Sihuincha, Moisés; Rosanas-Urgell, Anna; D'Alessandro, Umberto; Speybroeck, Niko. Modelling the potential of focal screening and treatment as elimination strategy for Plasmodium falciparum malaria in the Peruvian Amazon Region. In: Parasites & Vectors, Vol. 8, no.61, p. 261 (2015). doi:10.1186/s13071-015-0868-4. http://hdl.handle.net/2078.1/161914

115. Taamouti, Abderrahim; Bouezmarni, Taoufik; El Ghouch, Anouar. Nonparametric estimation and inference for conditional density based Granger causality measures. In: Journal of Econometrics, Vol. 180, no.2, p. 251-264 (2014). doi:10.1016/j.jeconom.2014.03.001. http://hdl.handle.net/2078.1/152530

116. Yang, Seong Jun; El Ghouch, Anouar; Van Keilegom, Ingrid. Varying coefficient models having different smoothing variables with randomly censored data. In: Electronic Journal of Statistics, Vol. 8, p. 226-252 (2014). doi:10.1214/14-EJS882. http://hdl.handle.net/2078.1/141810

117. Pardo-Fernandez, Juan Carlos; Rodriguez-Alvarez, Maria Xosé; Van Keilegom, Ingrid. A review on ROC curves in the presence of covariates. In: Revstat Statistical Journal, Vol. 12, no. 1, p. 21-41 (2014). http://hdl.handle.net/2078.1/154437

118. Liu, Qiang; Vekemans, Katrien; Iania, Leonardo; Komuta, Mina; Parkkinen, Jaakko; Heedfeld, Veerle; Wylin, Tine; Monbaliu, Diethard; Pirenne, Jacques; van Pelt, Jos. Assessing warm ischemic injury of pig livers at hypothermic machine perfusion. In: Journal of Surgical Research, Vol. 186, no. 1, p. 379-389 (2014). doi:10.1016/j.jss.2013.07.034. http://hdl.handle.net/2078.1/152866

119. Lambert, Philippe. Spline approximations to conditional Archimedean copula. In: Stat, Vol. 3, no.1, p. 200-217 (2014). doi:10.1002/sta4.55. http://hdl.handle.net/2078.1/152631

120. Jaeger, Jonathan; Lambert, Philippe. Bayesian penalized smoothing approaches in models specified using differential equations with unknown error distributions. In: Journal of Applied Statistics, Vol. 41, no.12, p. 2709-2726 (2014). doi:10.1080/02664763.2014.927839. http://hdl.handle.net/2078.1/152633


Book Chapters


1. 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. http://hdl.handle.net/2078.1/220045

2. Willems, Hanny; Degraeuwe, Bart; De Geus, Bas; Vandenbulcke, Grégory; Thomas, Isabelle. Exposure to Particulate Matter in Traffic when Cycling. In: Cycling Futures: From Research into Practice , Ashgate Publishing, 2015, p. 53-70. 978-1472453617. http://hdl.handle.net/2078.1/168045

3. Degraeuwe, Bart; De Geus, Bas; Thomas, Isabelle. Cycling behaviour and collision risk of utilitarian cyclists in Belgium. In: Cycling Futures: From Research into Practice , Ashgate Publishing, 2015, p. 33-51. 978-1472453617. http://hdl.handle.net/2078.1/168046

4. von Sachs, Rainer; Timmermans, Catherine. The BAGIDIS distance: about a fractal topology, with applications to functional classification and prediction. In: Modeling and Stochastic Learning for Forecasting in High Dimensions (Lecture Notes in Statistics; xxx), Springer New York LLC: (United States) New York, 2015, 319-339. 978-3-319-18731-0. doi:10.1007/978-3-319-18732-7_16. http://hdl.handle.net/2078.1/146393

5. Müller, Ursula; Van Keilegom, Ingrid. Efficient Quantile Regression with Auxiliary Information. In: Contemporary Developments in Statistical Theory (A Festschrift for Hira Lal Koul) (Springer Proceedings in Mathematics & Statistics; xxx), Springer International Publishing: Switzerland, 2014, 365-374. 978-3-319-02650-3. doi:10.1007/978-3-319-02651-0. http://hdl.handle.net/2078.1/144237


Working Papers


1. Bibal, Adrien; Marion, Rebecca; Frénay, Benoît; von Sachs, Rainer. BIOT: Explaining Multidimensional MDS Embeddings Using the Best Interpretable Orthogonal Transformation (xxx), 2019. http://hdl.handle.net/2078.1/224108

2. Portier François; Van Keilegom, Ingrid; El Ghouch, Anouar. ON AN EXTENSION OF THE PROMOTION TIME CURE MODEL (xxx), 2019. http://hdl.handle.net/2078.1/219645

3. De Backer Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid. Linear Censored Quantile Regression: A Novel Minimum-Distance Approach (xxx), 2019. http://hdl.handle.net/2078.1/219644

4. von Sachs, Rainer. Spectral Analysis of Multivariate Time Series (xxx), 2019. 24 p. http://hdl.handle.net/2078.1/215112

5. De Donder Philippe; Leroux Marie-Louise. Long term care insurance with state-dependent preferences (xxx), 2019. 22 p. http://hdl.handle.net/2078.1/224769

6. Florens, Jean-Pierre; Simar, Léopold; Van Keilegom, Ingrid. Estimation of the Boundary of a Variable observed with Symmetric Error (xxx), 2018. 36 p. http://hdl.handle.net/2078.1/196601

7. Chau, Van Vinh; von Sachs, Rainer. Intrinsic wavelet regression for surfaces of Hermitian positive definite matrices (xxx), 2018. 51 p. http://hdl.handle.net/2078.1/203429

8. Hindriks, Jean; Serse, Valerio. Heterogeneity in the tax pass-through to spirit retail prices: Evidence from Belgium (xxx), 2018. 53 p. http://hdl.handle.net/2078.1/195857

9. Chau, Van Vinh; von Sachs, Rainer. Positive-Definite Multivariate Spectral Estimation: A Geometric Wavelet Approach (xxx), 2017. 47 p. http://hdl.handle.net/2078.1/182634

10. Roueff, François; von Sachs, Rainer. Time-frequency analysis of locally stationary Hawkes processes (xxx), 2017. 34 p. http://hdl.handle.net/2078.1/183997

11. Wang, Lan; Van Keilegom, Ingrid; Maidman, Adam. Wild residual bootstrap inference for penalized quantile regression with heteroscedastic errors (xxx), 2017. 17 p. http://hdl.handle.net/2078.1/187128

12. Patilea, Valentin; Van Keilegom, Ingrid. A general approach for cure models in survival analysis (xxx), 2017. 29 p. http://hdl.handle.net/2078.1/184740

13. Amico, Maïlis; Van Keilegom, Ingrid. Cure models in survival analysis (xxx), 2017. 36 p. http://hdl.handle.net/2078.1/184737

14. Hjort, Nils Lid; McKeague, Ian W.; Van Keilegom, Ingrid. Hybrid combinations of parametric and empirical likelihoods (xxx), 2017. 26 p. http://hdl.handle.net/2078.1/187156

15. Bertrand, Aurélie; Van Keilegom, Ingrid; Legrand, Catherine. Flexible parametric approach to classical measurement error variance estimation without auxiliary data (xxx), 2017. 28 p. http://hdl.handle.net/2078.1/187163

16. Chau, Van Vinh; Ombao, Hernando; von Sachs, Rainer. Data depth and rank-based tests for covariance and spectral density matrices (xxx), 2017. 47 p. http://hdl.handle.net/2078.1/187151

17. Racine, Jeffrey S.; Van Keilegom, Ingrid. A Smooth Nonparametric, Multivariate, Mixed-Data Location-Scale Test (xxx), 2017. 34 p. http://hdl.handle.net/2078.1/187161

18. De Backer, Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid. An Adapted Loss Function for Censored Quantile Regression (xxx), 2017. 23 p. http://hdl.handle.net/2078.1/183995

19. Lambert, Philippe; Bremhorst, Vincent. Estimation and identication issues in the promotion time cure model when the same covariates enter the cure probability and time-to-event model components (xxx), 2017. 20 p. http://hdl.handle.net/2078.1/189388

20. Bremhorst, Vincent; Lambert, Philippe. Inclusion of time-varying covariates in cure survival models with an application in fertility studies (xxx), 2017. 24 p. http://hdl.handle.net/2078.1/185481

21. Bremhorst, Vincent; Kreyenfeld, Michaela; Lambert, Philippe. Nonparametric double additive cure survival models: an application to the estimation of the nonlinear effect of age at first parenthood on fertility progression (xxx), 2017. 38 p. http://hdl.handle.net/2078.1/183996

22. Scolas, Sylvie; El Ghouch, Anouar; Legrand, Catherine. The SNP representation in mixture cure models with interval-censoring: estimation and goodness-of-fit testing (xxx), 2016. 23 p. http://hdl.handle.net/2078.1/180399

23. Birke, Mélanie; Van Bellegem, Sébastien; Van Keilegom, Ingrid. Semi-Parametric Estimation in a Single- Index Model with Endogenous Variables (xxx), 2016. 32 p. http://hdl.handle.net/2078.1/174857

24. Müller, Ursula; Van Keilegom, Ingrid. Goodness-of-t tests for the cure rate in a mixture cure model (xxx), 2016. 18 p. http://hdl.handle.net/2078.1/179287

25. Colling, Benjamin; Van Keilegom, Ingrid. Goodness-of-fit tests in semiparametric transformation models using the integrated regression function (xxx), 2016. 42 p. http://hdl.handle.net/2078.1/176391

26. Scolas, Sylvie; Legrand, Catherine; Oulhaj, Abderrahim; El Ghouch, Anouar. Diagnostic checks in mixture cure models with interval-censoring (xxx), 2016. 27 p. http://hdl.handle.net/2078.1/173569

27. De Backer, Mickaël; El Ghouch, Anouar; Van Keilegom, Ingrid. Semiparametric Copula Quantile Regression for Complete or Censored Data (xxx), 2016. 28 p. http://hdl.handle.net/2078.1/172851

28. Denuit, Michel; Legrand, Catherine. Risk Classification in Life Insurance: Extension to Continuous Covariates (xxx), 2016. 6 p. http://hdl.handle.net/2078.1/179284

29. Florens, Jean-Pierre; Horowitz, Joel; Van Keilegom, Ingrid. Bias-corrected condence intervals in a class of linear inverse problems (xxx), 2016. 17 p. http://hdl.handle.net/2078.1/173925

30. Gressani, Oswaldo; Lambert, Philippe. Fast Bayesian inference in semi-parametric P-spline cure survival models using Laplace approximations (xxx), 2016. 21 p. http://hdl.handle.net/2078.1/179271

31. Bertrand, Aurélie; Legrand, Catherine; Léonard, Daniel; Van Keilegom, Ingrid. Robustness of estimation methods in a survival cure model with mismeasured covariates (xxx), 2016. 31 p. http://hdl.handle.net/2078.1/171508

32. Talamakrouni, Majda; El Ghouch, Anouar; Van Keilegom, Ingrid. Parametrically guided local quasi-likelihood with censored data (xxx), 2016. 31 p. http://hdl.handle.net/2078.1/173540

33. Bravo, Francesco; Escanciano, Juan Carlos; Van Keilegom, Ingrid. Wilks' Phenomenon in Two-Step Semiparametric Empirical Likelihood Inference (xxx), 2015. 35 p. http://hdl.handle.net/2078.1/165159

34. Bremhorst, Vincent; Kreyenfeld, Michaela; Lambert, Philippe. Fertility progression in Germany: An analysis using flexible nonparametric cure survival models (xxx), 2015. 27 p. http://hdl.handle.net/2078.1/170303

35. Taverne, Cédric; Lambert, Philippe. Inflated discrete beta regression models for Likert and discrete rating scale outcomes (xxx), 2014. 25 p. http://hdl.handle.net/2078.1/143957

36. Frasso, Gianluca; Jaeger, Jonathan; Lambert, Philippe. Estimation and approximation in nonlinear dynamic systems using quasilinearization (xxx), 2014. 19 p. http://hdl.handle.net/2078.1/152467

37. Cetinyürek, Aysun; Lambert, Philippe. Semiparametric Bayesian frailty model for clustered interval-censored data (xxx), 2014. 28 p. http://hdl.handle.net/2078.1/142176


Books


1. Hindriks, Jean. Un projet pour la Belgique. LannooCampus: Louvain, 2019. 9789401459464. 200 pages. http://hdl.handle.net/2078.1/216406