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Onderzoeker
Katrien Antonio
- Disciplines:Econometrische en statistische methoden en methodologie
Affiliaties
- Onderzoeksgroep Insurance (Onderzoeksgroep)
Lid
Vanaf1 okt 2010 → Heden - Statistiek en Risicobeheer (Afdeling)
Lid
Vanaf1 okt 2004 → 9 jun 2010
Projecten
21 - 22 of 22
- Econometric models for insurance applications: essays on Bayesian mortality models, heavy tails and extreme value statistics with censored data.Vanaf1 okt 2012 → 13 mei 2016Financiering: Eigen Middelen zoals patrimonium, inschrijvingsgelden, giften, ....
- Stochastisch modelleren van ziekteverzekeringsproducten.Vanaf1 jan 2012 → 31 dec 2015Financiering: FWO Onderzoeksproject (incl. WEAVE projecten)
Publicaties
1 - 10 van 69
- The Use of IoT Sensor Data to Dynamically Assess Maintenance Risk in Service Contracts(2025)Gepubliceerd in: European Journal of Operational ResearchISSN: 0377-2217Issue: 2Volume: 324Pagina's: 454 - 465
- Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tarif(2025)Gepubliceerd in: North American Actuarial JournalISSN: 1092-0277Issue: 3Volume: 29
- An engine to simulate insurance fraud network data(2025)Gepubliceerd in: European Actuarial JournalISSN: 2190-9733Issue: 1Volume: 15Pagina's: 255 - 295
- The skin-in-the-game bond: a novel sustainable capital instrument(2025)Pagina's: 686 - 711
- Reducing the dimensionality and granularity in hierarchical categorical variables(2024)Gepubliceerd in: Advances in Data Analysis and ClassificationISSN: 1862-5347
- Insights from fine-grained data for actuarial applications in mortality modelling and non-life reserving(2024)
- Catastrophe Risk in a Stochastic Multi-Population Mortality Model(2024)Gepubliceerd in: The Journal of Risk and InsuranceISSN: 0022-4367Issue: 3Volume: 91
- Temporal dynamics in tree-based models and applications to lapse behaviour in life insurance(2024)
- On clustering levels of a hierarchical categorical risk factor(2024)Gepubliceerd in: Annals of Actuarial ScienceISSN: 1748-4995Issue: 3Volume: 18
- Insurance analytics: leveraging hierarchical and network data in predictive modeling(2024)