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Researcher
Katrien Antonio
- Disciplines:Applied economics
Affiliations
- Research Centre Insurance, Leuven (Research group)
Member
From1 Oct 2010 → Today
Projects
1 - 10 of 10 results
- Adaptation of statistical learning algorithms to actuarial applicationsFrom27 Nov 2020 → TodayFunding: 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
- Understanding Insurance in the Era of Big Data and Personalization of RiskFrom1 Jan 2018 → 31 Dec 2020Funding: BOF - Other initiatives
- MICRO: Methods for Individual Claims Reserving OperationsFrom27 Sep 2016 → 13 Nov 2020Funding: FWO fellowships
- Predictive modeling in Finance and Insurance.From21 Sep 2016 → TodayFunding: FWO Strategic Basic Research Grant
- COMPACT: Compliant Predictive Actuarial ModelsFrom1 Oct 2015 → 30 Sep 2019Funding: IOF - Industrial Research Fund
- Sparse predictive modeling with applications in insurance pricing and mortality forecastingFrom30 Apr 2015 → 30 Apr 2019Funding: 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
- Stochastic models in health insurance.From1 Jan 2012 → 31 Dec 2015Funding: FWO research project
Publications
1 - 10 of 37 results
- Sparse regression with Multi-type Regularized Feature modeling(2020)
Authors: Sander Devriendt, Katrien Antonio, Tom Reynkens, Roel Verbelen
Pages: 248 - 261 - Methods for claim reserving in non-life insurance: modeling the occurrence, reporting and development of individual claims(2020)
Authors: Jonas Crèvecoeur, Katrien Antonio
- Modeling the number of hidden events subject to observation delay(2019)
Authors: Jonas Crèvecoeur, Katrien Antonio, Roel Verbelen
Pages: 930 - 944 - A data driven binning strategy for the construction of insurance tariff classes(2018)
Authors: Roel Henckaerts, Katrien Antonio, M Clijsters, Roel Verbelen
Pages: 681 - 705 - Unraveling the predictive power of telematics data in car insurance pricing(2018)
Authors: Roel Verbelen, Katrien Antonio, Gerda Claeskens
Pages: 1275 - 1304 - A data driven binning strategy for the construction of insurance tariff classes(2018)
Authors: Roel Henckaerts, Katrien Antonio, Maxime Clijsters, Roel Verbelen
Pages: 681 - 705Number of pages: 25 - Modelling censored losses using splicing: a global fit strategy with mixed Erlang and extreme value distributions(2017)
Authors: Tom Reynkens, Roel Verbelen, Jan Beirlant, Katrien Antonio
Pages: 65 - 77 - Profit maximizing logistic model for customer churn prediction using genetic algorithms(2017)
Authors: Eugen Stripling, Seppe vanden Broucke, Katrien Antonio, Bart Baesens, Monique Snoeck
Pages: 116 - 130 - A Bayesian joint model for population and portfolio-specific mortality(2017)
Authors: F Van Berkum, Katrien Antonio, M Vellekoop
Pages: 681 - 713 - La tarification par genre en assurance: corrélation ou causalité?(2017)
Authors: A Charpentier, Katrien Antonio
Pages: 107 - 110