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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
31 - 40 of 57
- La tarification par genre en assurance: corrélation ou causalité?(2017)
Authors: Katrien Antonio
Pages: 107 - 110 - A Bayesian joint model for population and portfolio-specific mortality(2017)
Authors: Katrien Antonio
Pages: 681 - 713 - Producing the Dutch and Belgian mortality projections: a stochastic multi-population standard(2017)
Authors: Katrien Antonio, Sander Devriendt
Pages: 297 - 336 - Lifelong health insurance covers with surrender values: updating mechanisms in the presence of medical inflation(2017)
Authors: Jan Dhaene, Els Godecharle, Katrien Antonio, Michel Denuit, Hamza Hanbali
Pages: 803 - 836 - The impact of multiple structural changes on mortality predictions(2016)
Authors: Katrien Antonio
Pages: 581 - 603 - Multivariate mixtures of Erlangs for density estimation under censoring(2016)
Authors: Roel Verbelen, Katrien Antonio, Gerda Claeskens
Pages: 429 - 455 - Multivariate mixtures of Erlangs for density estimation under censoring(2016)
Authors: Roel Verbelen, Katrien Antonio, Gerda Claeskens
Pages: 429 - 455 - Profit maximizing logistic regression modeling for customer churn prediction(2015)
Authors: Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck
Pages: 1 - 10 - Bayesian Poisson log-bilinear models for mortality projections with multiple populations(2015)
Authors: Katrien Antonio, Anastasios Bardoutsos, Wilbert Ouburg
Pages: 245 - 281 - Bayesian Poisson log-bilinear models for mortality projections with multiple populations(2015)
Authors: Katrien Antonio, Anastasios Bardoutsos, Wilbert Ouburg
Pages: 245 - 281