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Researcher
Katrien Antonio
- Disciplines:Econometric and statistical methods and methodology
Affiliations
- Insurance Research Group (Research group)
Member
From1 Oct 2010 → Today - Statistics and Risk (Division)
Member
From1 Oct 2004 → 9 Jun 2010
Projects
1 - 10 of 21
- Responsible actuarial and statistical learningFrom22 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Statistical learning for innovate and inclusive insurance products in a changing risk landscapeFrom10 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- pricing dynamic and experience-based maintenance contractsFrom1 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Actuaries and STatisticians endeavour to design innovative, inclusive insurance products in a changing RISK landscapeFrom1 Jan 2022 → TodayFunding: FWO EOS
- The use of machine learning in combination with classical statistics for better predictive modelling in insuranceFrom1 Nov 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Valuation and Advanced Learning methods for Emerging, global Risks In Actuarial scienceFrom24 Aug 2021 → 30 Sep 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Doctoral researcherFrom1 Jul 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- VALERIA: Valuation and Advanced Learning methods for Emerging, global Risks In Actuarial scienceFrom1 Jan 2021 → TodayFunding: BOF - doctoral mandates
- Temporal dynamics in tree-based models and applications to lapse behaviour in life insuranceFrom27 Nov 2020 → 14 Mar 2024Funding: Own budget, for example: patrimony, inscription fees, gifts
- Interpretable machine learning methods for insurance pricing and reservingFrom31 Aug 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
11 - 20 of 57
- A hierarchical reserving model for reported non-life insurance claims(2022)
Authors: Jonas Crèvecoeur, Jens Robben, Katrien Antonio
Pages: 158 - 184 - Assessing the Impact of the COVID-19 Shock on a Stochastic Multi-Population Mortality Model(2022)
Authors: Jens Robben, Katrien Antonio, Sander Devriendt
- Quantifying longevity gaps using micro-level lifetime data(2021)
Authors: Katrien Antonio
Pages: 548 - 570 - Insurance pricing in the era of machine learning and telematics technology.(2021)
Authors: Roel Henckaerts, Katrien Antonio
- Sparse predictive modeling techniques with applications in insurance pricing and mortality forecasting(2021)
Authors: Sander Devriendt, Katrien Antonio
- Pricing full-service maintenance contracts(2021)
Authors: Laurens Deprez, Robert Boute, Katrien Antonio
- Editorial(2021)
Authors: Katrien Antonio
Pages: 205 - 206 - Pricing service maintenance contracts using predictive analytics(2021)
Authors: Laurens Deprez, Katrien Antonio, Robert Boute
Pages: 530 - 545 - Sparse regression with Multi-type Regularized Feature modeling(2021)
Authors: Sander Devriendt, Katrien Antonio, Tom Reynkens, Roel Verbelen
Pages: 248 - 261 - Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods(2021)
Authors: Roel Henckaerts, Katrien Antonio, Roel Verbelen
Pages: 255 - 285