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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
11 - 20 of 21
- Insurance analytics: leveraging hierarchical and network data in predictive modelingFrom1 Oct 2019 → 19 Jan 2024Funding: BOF - doctoral mandates
- Modern contributions in quantitative finance: on derivatives pricing and sustainable capitalFrom1 Sep 2019 → 13 Oct 2023Funding: BOF - doctoral mandates
- Understanding Insurance in the Era of Big Data and Personalization of RiskFrom1 Jan 2018 → 31 Dec 2020Funding: BOF - Other initiatives
- Pricing full-service maintenance contractsFrom1 Sep 2017 → 31 Aug 2021Funding: BOF - Doctoral projects
- MICRO: Methods for Individual Claims Reserving OperationsFrom27 Sep 2016 → 13 Nov 2020Funding: FWO fellowships
- Predictive modeling in Finance and Insurance.From21 Sep 2016 → 30 Sep 2021Funding: FWO Strategic Basic Research Grant
- COMPACT: Compliant Predictive Actuarial ModelsFrom1 Oct 2015 → 30 Sep 2019Funding: IOF - Industrial Research Fund
- Sparse predictive modeling techniques with applications in insurance pricing and mortality forecastingFrom30 Apr 2015 → 14 Sep 2021Funding: BOF - Doctoral projects
- Reserving for health and general insurance contracts. Essays on transferability mechanisms and micro-level techniques.From1 Oct 2012 → 13 May 2016Funding: BOF - Doctoral projects
- Econometric models for insurance applications: essays on Bayesian mortality models, heavy tails and extreme value statistics with censored data.From1 Oct 2012 → 13 May 2016Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 57
- Modern contributions in quantitative finance: on derivatives pricing and sustainable capital(2023)
Authors: Eva Verschueren, Katrien Antonio, Wim Schoutens
- Bridging the gap between pricing and reserving with an occurrence and development model for non-life insurance claims(2023)
Authors: Katrien Antonio
- Data-driven preventive maintenance for a heterogeneous machine portfolio(2023)
Authors: Katrien Antonio, Robert Boute
Pages: 163 - 170 - Insurance pricing with hierarchically structured data: An illustration with a workers' compensation insurance portfolio(2023)
Authors: Bavo Campo, Katrien Antonio
Pages: 853 - 884 - Empirical Risk Assessment of Maintenance Costs under Full-service Contracts(2023)
Authors: Laurens Deprez, Katrien Antonio, Robert Boute
Pages: 476 - 493 - Copula-based inference for bivariate survival data with left truncation and dependent censoring(2022)
Authors: Negera Wakgari Deresa, Ingrid Van Keilegom, Katrien Antonio
Pages: 1 - 21 - When stakes are high: balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates(2022)
Authors: Roel Henckaerts, Katrien Antonio
- Social network analytics for supervised fraud detection in insurance(2022)
Authors: Katrien Antonio, Bart Baesens, Tom Reynkens
Pages: 1872 - 1890 - The added value of dynamically updating motor insurance prices with telematics collected driving behavior data(2022)
Authors: Roel Henckaerts, Katrien Antonio
Pages: 79 - 95 - Modeling the occurrence of events subject to a reporting delay via an EM algorithm(2022)
Authors: Katrien Antonio, Gerda Claeskens, Jonas Crèvecoeur
Pages: 394 - 410