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Researcher
Marc AERTS
- Keywords:Mathematics
- Disciplines:Biology and other natural sciences, Statistics
Affiliations
- Data Science Institute (Research institute)
Member
From1 Jun 2019 → Today - Mathematics and statistics (Department)
Member
From1 Jan 2013 → Today - Faculty of Sciences (Faculty)
Member
From1 Oct 2009 → Today - Research Institute Center for Statistics (Research institute)
Responsible
From1 Mar 2009 → 31 May 2019 - Applied Mathematics (Department)
Member
From1 Oct 2001 → 31 Dec 2012 - Faculty of Business Economics (Faculty)
Member
From1 Oct 1994 → 30 Sep 2009 - Centre for Statistics (Research group)
Responsible
From1 Oct 1994 → 30 Sep 2019 - Research Institute Center for Statistics (Research institute)
Member
From1 Oct 1994 → 31 May 2019 - Mathematics-Physics-Informatics (Division)
Member
From1 Oct 1994 → 30 Sep 2009 - Centre for Statistics (Research group)
Member
From1 Oct 1994 → Today
Projects
1 - 10 of 32 results
- Identification of determinants of antibiotic use and improvement of prescribing behavior using innovative statistical approachesFrom1 Oct 2018 → TodayFunding: FWO fellowships
- Experimental analysis of temperature effects on intraspecific biodiversity dynamicsFrom1 Oct 2017 → TodayFunding: BOF - Doctoral projects (pro memore - non-attributable)
- The development and application of flexible multivariate
models for current status data and count data with applications to HIV
serodiscordance among couples and abortion, perinatal and infant
mortality in Mozambique.From1 Jul 2017 → 31 Dec 2019Funding: BOF - Bilateral scientific cooperation (pro memore - non-attributable)
- A statistical framework to correct for preferential sampling in biodiversity studiesFrom1 Oct 2016 → 30 Sep 2019Funding: FWO fellowships
- Assistance to the Assessment and Methodological support Unit for the provision of services to EFSA on the use of machine learning techniques for literature reviews and systematic reviews in EFSA.From14 Sep 2016 → 13 Mar 2018Funding: Other EU initiatives out of framework
- Online Proctoring for Remote ExaminationFrom1 Sep 2016 → 31 Aug 2019Funding: Foreign public sponsor
- IOF mandate Sarah VercruysseFrom1 Jan 2015 → 30 Jun 2019Funding: IOF - Industrial Research Fund (pro memore - non-attributable)
- Development and application of statistical methodology for analysis of the phenomenon of multi-drug resistance in the EU: demonstration of analytical approaches using antimicrobial resistance isolate-based data.From9 Dec 2014 → 8 Jun 2016Funding: Other EU initiatives out of framework
- Development of new semi-parametric mixture models for interval censored data: mathematical properties, performance for finite samples, comparison of different approaches, with applications in antimicrobial resistanceFrom1 Oct 2014 → 30 Sep 2016Funding: FWO fellowships
- Logistic Models: separation issues and possible solutionsFrom1 Jul 2014 → 30 Jun 2015Funding: Other EU initiatives out of framework
Publications
1 - 10 of 146 results
- Development of a prediction tool for patients presenting with acute cough in primary care: a prognostic study spanning six European countries(2018)Journal: BRITISH JOURNAL OF GENERAL PRACTICEISSN: 0960-1643Issue: 670Volume: 68
Authors: Robin BRUYNDONCKX, Niel HENS, Theo J. M. Verheij, Marc AERTS, Margareta Ieven, Christopher C. Butler, Paul Little, Herman Goossens, Samuel Coenen
Pages: E342 - E350Number of pages: 9 - Simulation-based evaluation of the linear-mixed model in the presence of an increasing proportion of singletons(2018)Journal: BIOMETRICAL JOURNALISSN: 0323-3847Issue: 1Volume: 60
Authors: Robin BRUYNDONCKX, Niel HENS, Marc AERTS
Pages: 49 - 65Number of pages: 17 - Household members do not contact each other at random: implications for infectious disease modelling(2018)Journal: PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCESISSN: 0962-8452Issue: 1893Volume: 285
Authors: Nele GOEYVAERTS, Eva SANTERMANS, Gail Potter, Andrea TORNERI, Kim VAN KERCKHOVE, Lander Willem, Marc AERTS, Philippe Beutels, Niel HENS
Number of pages: 8 - Simulation-based evaluation of the linear-mixed model in the presence of an increasing proportion of singletons(2018)Journal: BIOMETRICAL JOURNALISSN: 0323-3847Issue: 1Volume: 60
Authors: Robin BRUYNDONCKX, Niel HENS, Marc AERTS
Pages: 49 - 65 - Bayesian estimation of multivariate normal mixtures with covariate-dependent mixing weights, with an application in antimicrobial resistance monitoring(2018)Journal: BIOMETRICAL JOURNALISSN: 0323-3847Issue: 60Volume: 2018
Authors: Stijn JASPERS, Arnošt Komárek, Marc AERTS
Pages: 7 - 19 - Maternal death and delays in accessing emergency obstetric care in Mozambique(2018)Journal: BMC PREGNANCY AND CHILDBIRTHISSN: 1471-2393Volume: 18
Authors: Leonardo Antonio Chavane, Patricia Bailey, Osvaldo Loquiha, Martinho Dgedge, Marc AERTS, Marleen Temmerman
Number of pages: 8 - Mapping maternal mortality rate via spatial zero-inflated models for count data: A case study of facility-based maternal deaths from Mozambique(2018)Journal: PLOS ONEISSN: 1932-6203Issue: 11Volume: 13
Authors: Osvaldo LOQUIHA, Niel HENS, Leonardo Chavane, Marleen Temmerman, Nafissa Osman, Christel FAES, Marc AERTS
Number of pages: 21 - A Tutorial on the Practical Use and Implication of Complete Sufficient Statistics(2018)Journal: INTERNATIONAL STATISTICAL REVIEWISSN: 0306-7734Issue: 3Volume: 86
Authors: Lisa HERMANS, Geert MOLENBERGHS, Marc AERTS, Michael G. Kenward, Geert VERBEKE
Pages: 403 - 414Number of pages: 12 - Factors influencing risky sexual behaviour among Mozambican miners: a socio-epidemiological contribution for HIV prevention framework in Mozambique(2017)Journal: INTERNATIONAL JOURNAL FOR EQUITY IN HEALTHISSN: 1475-9276Volume: 16
Authors: Emilia Martins-Fonteyn, Osvaldo LOQUIHA, Cynthia Baltazar, Subash Thapa, Makini Boothe, Ines Raimundo, Niel HENS, Marc AERTS, Herman Meulemans, Olivier Degomme, et al.
Number of pages: 14 - Joint models for mixed categorical outcomes: a study of HIV risk perception and disease status in Mozambique(2017)Journal: Journal of Applied StatisticsISSN: 0266-4763Issue: 10Volume: 45
Authors: Osvaldo LOQUIHA, Niel HENS, Emilia Martins-Fonteyn, Herman Meulemans, Edwin Wouters, Marleen Temmerman, Nafissa Osman, Marc AERTS
Pages: 1781 - 1798Number of pages: 18