Katrien Antonio : Citation Profile

KU Leuven

10

H index

11

i10 index

292

Citations

RESEARCH PRODUCTION:

30

Articles

12

Papers

RESEARCH ACTIVITY:

   20 years (2005 - 2025). See details.
   Cites by year: 14
   Journals where Katrien Antonio has often published
   Relations with other researchers
   Recent citing documents: 54.    Total self citations: 12 (3.95 %)

MORE DETAILS IN:
ABOUT THIS REPORT:

   Permalink: http://citec.repec.org/pan714
   Updated: 2026-02-07    RAS profile: 2023-11-10    
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Relations with other researchers

Works with:

Authors registered in RePEc who have co-authored more than one work in the last five years with Katrien Antonio.

Is cited by:

Okhrin, Ostap (7)

Wu, Xianyi (4)

de Peretti, Christian (3)

David, Mihaela (2)

Delong, Łukasz (2)

Dionne, Georges (2)

Regis, Luca (2)

Li, Hong (2)

Hambuckers, Julien (2)

Lu, Yang (2)

Blake, David (2)

Cites to:

Blake, David (9)

Lee, Ronald (7)

Valdez, Emiliano (5)

Pinquet, Jean (4)

Parry, Ian (3)

Thérond, Pierre-Emmanuel (3)

Delong, Łukasz (2)

Dhaene, Jan (2)

Delong, Łukasz (2)

Hyndman, Rob (2)

Hall, Bronwyn (2)

Main data

Where Katrien Antonio has published?

Journals with more than one article published# docs
Insurance: Mathematics and Economics7
ASTIN Bulletin6
Scandinavian Actuarial Journal4
North American Actuarial Journal4
European Journal of Operational Research3

Working Papers Series with more than one paper published# docs
Papers / arXiv.org5
LIDAM Reprints ISBA / Universit catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)3
LIDAM Discussion Papers ISBA / Universit catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA)3

Recent works citing Katrien Antonio (2025 and 2024)

YearTitle of citing document
2024Effective experience rating for large insurance portfolios via surrogate modeling. (2024). Lin, Sheldon X ; Vanegas, Sebastian Calcetero ; Badescu, Andrei L. In: Papers. RePEc:arx:papers:2211.06568.

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2025Accounting statement analysis at industry level. A gentle introduction to the compositional approach. (2025). Serrat, N'Uria Arimany ; Coenders, Germa. In: Papers. RePEc:arx:papers:2305.16842.

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2024Claim Reserving via Inverse Probability Weighting: A Micro-Level Chain-Ladder Method. (2024). Lin, Sheldon X ; Calcetero-Vanegas, Sebastian ; Badescu, Andrei L. In: Papers. RePEc:arx:papers:2307.10808.

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2024On the evolution of data breach reporting patterns and frequency in the United States: a cross-state analysis. (2024). Tan, Xingyun ; Taylor, Greg ; Wong, Bernard ; Avanzi, Benjamin. In: Papers. RePEc:arx:papers:2310.04786.

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2025A multistate approach to disability insurance reserving with information delays. (2025). Sandqvist, Oliver Lunding. In: Papers. RePEc:arx:papers:2312.14324.

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2024Improving Business Insurance Loss Models by Leveraging InsurTech Innovation. (2024). Quan, Zhiyu ; Dong, Panyi ; Valdez, Emiliano A ; Hu, Changyue. In: Papers. RePEc:arx:papers:2401.16723.

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2025Bayesian CART models for aggregate claim modeling. (2024). Zhang, Yaojun ; Ji, Lanpeng ; Aivaliotis, Georgios ; Taylor, Charles C. In: Papers. RePEc:arx:papers:2409.01908.

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2025Loss of earning capacity in Denmark -- an actuarial perspective. (2025). Sandqvist, O L ; Furrer, C. In: Papers. RePEc:arx:papers:2501.11578.

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2025Estimation of the complier causal hazard ratio under dependent censoring. (2025). van Keilegom, Ingrid ; Beyhum, Jad ; Crommen, Gilles. In: Papers. RePEc:arx:papers:2504.02096.

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2025Advanced Applications of Generative AI in Actuarial Science: Case Studies Beyond ChatGPT. (2025). Hatzesberger, Simon ; Nonneman, Iris. In: Papers. RePEc:arx:papers:2506.18942.

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2025Higher moments under dependence uncertainty with applications in insurance. (2025). Vanduffel, Steven ; Bernard, Carole ; Chen, Jinghui. In: Papers. RePEc:arx:papers:2508.16600.

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2025A multi-view contrastive learning framework for spatial embeddings in risk modelling. (2025). Holvoet, Freek ; Blier-Wong, Christopher ; Antonio, Katrien. In: Papers. RePEc:arx:papers:2511.17954.

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2025A comprehensive database of estimates and forecasts of Spanish sex–age death rates by climate area, income level, and habitat size (2010–2050). (2025). Pava, Jose M ; Sifre-Armengol, Celia ; Benito, Josep Lled. In: Demographic Research. RePEc:dem:demres:v:52:y:2025:i:1.

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2025Fifty years of maintenance optimization: Reflections and perspectives. (2025). Arts, Joachim ; Boute, Robert N ; Loeys, Stijn ; van Staden, Heletj E. In: European Journal of Operational Research. RePEc:eee:ejores:v:322:y:2025:i:3:p:725-739.

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2025The use of IoT sensor data to dynamically assess maintenance risk in service contracts. (2025). Boute, Robert N ; Loeys, Stijn ; Antonio, Katrien. In: European Journal of Operational Research. RePEc:eee:ejores:v:324:y:2025:i:2:p:454-465.

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2025Extended warranty pricing in a competitive aftermarket under logit demand. (2025). Zhang, Xiaoge ; Peng, Shizhe ; Wang, Xiao-Lin. In: European Journal of Operational Research. RePEc:eee:ejores:v:325:y:2025:i:3:p:541-552.

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2024Bayesian CART models for insurance claims frequency. (2024). Zhang, Yaojun ; Ji, Lanpeng ; Aivaliotis, Georgios ; Taylor, Charles. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:114:y:2024:i:c:p:108-131.

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2024Loss modeling with the size-biased lognormal mixture and the entropy regularized EM algorithm. (2024). Miljkovic, Tatjana ; Bae, Taehan. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:117:y:2024:i:c:p:182-195.

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2024A new class of composite GBII regression models with varying threshold for modeling heavy-tailed data. (2024). Li, Zhengxiao ; Zhao, Zhengtang ; Wang, Fei. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:117:y:2024:i:c:p:45-66.

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2024Effective experience rating for large insurance portfolios via surrogate modeling. (2024). Lin, Sheldon X ; Vanegas, Sebastian Calcetero ; Badescu, Andrei L. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:118:y:2024:i:c:p:25-43.

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2025Hidden semi-Markov models for rainfall-related insurance claims. (2025). Punzo, Antonio ; Shi, Yue ; Maruotti, Antonello ; Otneim, Hkon. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:120:y:2025:i:c:p:91-106.

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2025Estimating the impact of COVID-19 on mortality using granular data. (2025). van Berkum, Frank ; Melenberg, Bertrand ; Vellekoop, Michel. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:121:y:2025:i:c:p:144-156.

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2025Insurance loss modeling with gradient tree-boosted mixture models. (2025). Gao, Guangyuan ; Li, Jiahong ; Hou, Yanxi. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:121:y:2025:i:c:p:45-62.

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2025Uncertainty in heteroscedastic Bayesian model averaging. (2025). Mailhot, Mlina ; Pigeon, Mathieu ; Jessup, Sbastien. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:121:y:2025:i:c:p:63-78.

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2025Efficient and proper generalised linear models with power link functions. (2025). Zhou, Feng ; Chen, Ziwei ; Badescu, Alexandru ; Asimit, Vali. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:122:y:2025:i:c:p:91-118.

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2025A usage-based insurance (UBI) pricing model considering customer retention. (2025). Huang, Shen-Wei ; Zhang, Zhong-Liang ; Luo, Xing-Gang ; Li, Hong-Jie ; Jiang, Wei. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:124:y:2025:i:c:s0167668725000794.

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2025Performance-based contract price negotiation with maintenance policies and limited resource allocation based on queueing and game theory. (2025). Jackson, Canek ; Pascual, Rodrigo ; Kristjanpoller, Fredy. In: International Journal of Production Economics. RePEc:eee:proeco:v:285:y:2025:i:c:s0925527325000817.

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2025Integrated maintenance service and spare parts supply strategy for service-oriented manufacturers with partially unknown information. (2025). Feng, LI ; Xia, Tangbin ; Zhu, Ying ; Gao, Shuo ; Pan, Ershun ; Hong, GE. In: Reliability Engineering and System Safety. RePEc:eee:reensy:v:260:y:2025:i:c:s0951832025002315.

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2024Big data and machine learning-based decision support system to reshape the vaticination of insurance claims. (2024). Tiwari, Aviral ; Gupta, Shashank ; Jaiswal, Rachana. In: Technological Forecasting and Social Change. RePEc:eee:tefoso:v:209:y:2024:i:c:s0040162524006279.

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2025Inventory management for maintenance service outsourcing: Should a manufacturer choose full outsourcing?. (2025). Shen, Xiaobei ; Yu, Yugang ; Xiong, Caiyuan. In: Transportation Research Part E: Logistics and Transportation Review. RePEc:eee:transe:v:200:y:2025:i:c:s1366554525001978.

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2024The insurance market in Romania motor third party liability insurance: communication on developments, risks, challenges and perspectives. (2024). Secui, Razvan Cristian ; Popescu-Creulescu, Andreea ; Ciocrlan, Cecilia. In: Journal of Financial Studies. RePEc:fst:rfsisf:v:9:y:2024:i:17:p:24-38.

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2024Analyzing the Influence of Telematics-Based Pricing Strategies on Traditional Rating Factors in Auto Insurance Rate Regulation. (2024). Xie, Shengkun. In: Mathematics. RePEc:gam:jmathe:v:12:y:2024:i:19:p:3150-:d:1494357.

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2025Bayesian Approach to Simultaneous Variable Selection and Estimation in a Linear Regression Model with Applications in Driver Telematics. (2025). Jeong, Himchan ; Kim, Minwoo. In: Mathematics. RePEc:gam:jmathe:v:13:y:2025:i:20:p:3341-:d:1775357.

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2024A Comparison of Generalised Linear Modelling with Machine Learning Approaches for Predicting Loss Cost in Motor Insurance. (2024). Mahbub, Khaled ; Nehme, Antonio ; Dhyani, Alisha ; Wilson, Alinta Ann. In: Risks. RePEc:gam:jrisks:v:12:y:2024:i:4:p:62-:d:1368081.

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2024Claim Prediction and Premium Pricing for Telematics Auto Insurance Data Using Poisson Regression with Lasso Regularisation. (2024). Wang, Yang ; Makov, Udi E ; Usman, Farha. In: Risks. RePEc:gam:jrisks:v:12:y:2024:i:9:p:137-:d:1466155.

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2025A Multistate Analysis of Policyholder Behaviour in Life Insurance—Lasso-Based Modelling Approaches. (2025). Reck, Lucas ; Reuss, Andreas ; Schupp, Johannes. In: Risks. RePEc:gam:jrisks:v:13:y:2025:i:4:p:73-:d:1631150.

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2025Adjusting Manual Rates to Own Experience: Comparing the Credibility Approach to Machine Learning. (2025). Guibert, Quentin ; Spedicato, Giorgio Alfredo ; Dutang, Christophe. In: Post-Print. RePEc:hal:journl:hal-04821310.

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2024Difference-in-Difference models to estimate causal effects on auto insurers behavior. (2024). Orteu, Anna-Patrcia ; Prez-Marn, Ana M ; Guillen, Montserrat ; Bolanc, Catalina. In: IREA Working Papers. RePEc:ira:wpaper:202411.

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2024Machine learning in accounting and finance research: a literature review. (2024). Alexandridis, Antonios ; Nerantzidis, Michail ; Liaras, Evangelos. In: Review of Quantitative Finance and Accounting. RePEc:kap:rqfnac:v:63:y:2024:i:4:d:10.1007_s11156-024-01306-z.

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2024Big data, risk classification, and privacy in insurance markets. (2024). Eling, Martin ; Gemmo, Irina ; Schmeiser, Hato ; Guxha, Danjela. In: The Geneva Risk and Insurance Review. RePEc:pal:genrir:v:49:y:2024:i:1:d:10.1057_s10713-024-00098-5.

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2024Machine learning in long-term mortality forecasting. (2024). Qiao, Yang ; Zhu, Wenjun ; Wang, Chou-Wen. In: The Geneva Papers on Risk and Insurance - Issues and Practice. RePEc:pal:gpprii:v:49:y:2024:i:2:d:10.1057_s41288-024-00320-5.

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2025The collection and processing of health data upon conclusion of private health insurance contracts in the digital age. (2025). Stroobants, Nele. In: The Geneva Papers on Risk and Insurance - Issues and Practice. RePEc:pal:gpprii:v:50:y:2025:i:3:d:10.1057_s41288-025-00348-1.

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2024Understanding intention to adopt telematics-based automobile insurance in an emerging economy: a mixed-method approach. (2024). Choudhary, Vipin ; Chauhan, Vikas ; Joshi, Rohit. In: Journal of Financial Services Marketing. RePEc:pal:jofsma:v:29:y:2024:i:3:d:10.1057_s41264-023-00253-5.

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2024Non-life insurance: The state of the art of determining the superior method for pricing automobile insurance premiums using archival technique. (2024). Buthelezi, Sandile Johannes ; Hungwe, Taurai ; Seeletse, Solly Matshonisa ; Mbirimi-Hungwe, Vimbai. In: International Journal of Research in Business and Social Science (2147-4478). RePEc:rbs:ijbrss:v:13:y:2024:i:2:p:180-188.

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2025Semiparametric transformation models for survival data with dependent censoring. (2025). van Keilegom, Ingrid ; Deresa, Negera Wakgari. In: Annals of the Institute of Statistical Mathematics. RePEc:spr:aistmt:v:77:y:2025:i:3:d:10.1007_s10463-024-00921-w.

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2025Non-negative Sparse Matrix Factorization for Soft Clustering of Territory Risk Analysis. (2025). Lawniczak, Anna T ; Gan, Chong ; Xie, Shengkun. In: Annals of Data Science. RePEc:spr:aodasc:v:12:y:2025:i:1:d:10.1007_s40745-024-00570-z.

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2024In a world of Open Finance, are customers willing to share data? An analysis of the data-driven insurance business. (2024). Grassi, Laura. In: Eurasian Business Review. RePEc:spr:eurasi:v:14:y:2024:i:3:d:10.1007_s40821-024-00263-w.

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2025Multiregional Population Forecasting: A Unifying Probabilistic Approach for Modelling the Components of Change. (2025). Winiowski, Arkadiusz ; Raymer, James. In: European Journal of Population. RePEc:spr:eurpop:v:41:y:2025:i:1:d:10.1007_s10680-025-09729-7.

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2024Copula-based analysis of dependent current status data with semiparametric linear transformation model. (2024). Zhang, Lixin ; Yu, Huazhen. In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data. RePEc:spr:lifeda:v:30:y:2024:i:4:d:10.1007_s10985-024-09632-z.

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2025Quantile regression under dependent censoring with unknown association. (2025). Dhaen, Myrthe ; van Keilegom, Ingrid ; Verhasselt, Anneleen. In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data. RePEc:spr:lifeda:v:31:y:2025:i:2:d:10.1007_s10985-025-09647-0.

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2025Modeling heavy-tails with two-piece Burr distributions via conditional values-at-risk. (2025). Shittu, Ekundayo ; Dorp, Johan Ren. In: METRON. RePEc:spr:metron:v:83:y:2025:i:2:d:10.1007_s40300-025-00290-1.

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2025Nelson-Aalen Tail Product-limit Process and Extreme Value Index Estimation Under Random Censorship. (2025). Necir, Abdelhakim ; Meraghni, Djamel ; Soltane, Louiza. In: Sankhya A: The Indian Journal of Statistics. RePEc:spr:sankha:v:87:y:2025:i:2:d:10.1007_s13171-025-00384-y.

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2025Bagging and regression trees in individual claims reserving. (2025). Peta, Michal ; Janouek, Jan. In: Statistical Papers. RePEc:spr:stpapr:v:66:y:2025:i:4:d:10.1007_s00362-025-01715-9.

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2025Forecasting reserve risk for temporal dependent losses in insurance. (2025). de Peretti, Christian ; Araichi, Sawssen ; Belkacem, Lotfi. In: International Journal of Finance & Economics. RePEc:wly:ijfiec:v:30:y:2025:i:3:p:2254-2269.

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Works by Katrien Antonio:

YearTitleTypeCited
2011Individual Loss Reserving with the Multivariate Skew Normal Model In: LIDAM Discussion Papers ISBA.
[Full Text][Citation analysis]		paper0
2014Individual loss reserving using paid-incurred data In: LIDAM Discussion Papers ISBA.
[Full Text][Citation analysis]		paper17
2014Individual loss reserving using paid–incurred data.(2014) In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 17		article
2015On the transferability of reserves in lifelong health insurance contracts In: LIDAM Discussion Papers ISBA.
[Citation analysis]		paper0
2013Individual Loss Reserving with the Multivariate Skew Normal Framework In: LIDAM Reprints ISBA.
[Citation analysis]		paper22
2013INDIVIDUAL LOSS RESERVING WITH THE MULTIVARIATE SKEW NORMAL FRAMEWORK.(2013) In: ASTIN Bulletin.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 22		article
2014Individual loss reserving using paid€“incurred data In: LIDAM Reprints ISBA.
[Citation analysis]		paper17
2017Lifelong health insurance covers with surrender values: updating mechanisms in the presence of medical inflation In: LIDAM Reprints ISBA.
[Citation analysis]		paper2
2017LIFELONG HEALTH INSURANCE COVERS WITH SURRENDER VALUES: UPDATING MECHANISMS IN THE PRESENCE OF MEDICAL INFLATION.(2017) In: ASTIN Bulletin.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 2		article
2019Modeling the number of hidden events subject to observation delay In: Papers.
[Full Text][Citation analysis]		paper5
2019Modeling the number of hidden events subject to observation delay.(2019) In: European Journal of Operational Research.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 5		article
2021A hierarchical reserving model for reported non-life insurance claims In: Papers.
[Full Text][Citation analysis]		paper7
2022A hierarchical reserving model for reported non-life insurance claims.(2022) In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 7		article
2021Assessing the impact of the COVID-19 shock on a stochastic multi-population mortality model In: Papers.
[Full Text][Citation analysis]		paper2
2022Assessing the Impact of the COVID-19 Shock on a Stochastic Multi-Population Mortality Model.(2022) In: Risks.
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This paper has nother version. Agregated cites: 2		article
2023Bridging the gap between pricing and reserving with an occurrence and development model for non-life insurance claims In: Papers.
[Full Text][Citation analysis]		paper1
2023Bridging the gap between pricing and reserving with an occurrence and development model for non-life insurance claims.(2023) In: ASTIN Bulletin.
[Full Text][Citation analysis]
This paper has nother version. Agregated cites: 1		article
2025Neural networks for insurance pricing with frequency and severity data: a benchmark study from data preprocessing to technical tariff In: Papers.
[Full Text][Citation analysis]		paper1
2015Bayesian Poisson log-bilinear models for mortality projections with multiple populations In: BAFFI CAREFIN Working Papers.
[Full Text][Citation analysis]		paper14
2021Quantifying longevity gaps using micro‐level lifetime data In: Journal of the Royal Statistical Society Series A.
[Full Text][Citation analysis]		article0
2018Unravelling the predictive power of telematics data in car insurance pricing In: Journal of the Royal Statistical Society Series C.
[Full Text][Citation analysis]		article36
2008Issues in Claims Reserving and Credibility: A Semiparametric Approach With Mixed Models In: Journal of Risk & Insurance.
[Full Text][Citation analysis]		article10
2010A Multilevel Analysis of Intercompany Claim Counts In: ASTIN Bulletin.
[Full Text][Citation analysis]		article7
2015FITTING MIXTURES OF ERLANGS TO CENSORED AND TRUNCATED DATA USING THE EM ALGORITHM In: ASTIN Bulletin.
[Full Text][Citation analysis]		article18
2017A BAYESIAN JOINT MODEL FOR POPULATION AND PORTFOLIO-SPECIFIC MORTALITY In: ASTIN Bulletin.
[Full Text][Citation analysis]		article3
2021Pricing service maintenance contracts using predictive analytics In: European Journal of Operational Research.
[Full Text][Citation analysis]		article9
2023Empirical risk assessment of maintenance costs under full-service contracts In: European Journal of Operational Research.
[Full Text][Citation analysis]		article2
2022The added value of dynamically updating motor insurance prices with telematics collected driving behavior data In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]		article8
2022Copula-based inference for bivariate survival data with left truncation and dependent censoring In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]		article6
2007Actuarial statistics with generalized linear mixed models In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]		article30
2017Modelling censored losses using splicing: A global fit strategy with mixed Erlang and extreme value distributions In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]		article13
2021Sparse regression with Multi-type Regularized Feature modeling In: Insurance: Mathematics and Economics.
[Full Text][Citation analysis]		article5
2012Statistical concepts of a priori and a posteriori risk classification in insurance In: AStA Advances in Statistical Analysis.
[Full Text][Citation analysis]		article14
2016Multivariate mixtures of Erlangs for density estimation under censoring In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data.
[Full Text][Citation analysis]		article4
2014Micro-level stochastic loss reserving for general insurance In: Scandinavian Actuarial Journal.
[Full Text][Citation analysis]		article4
2016The impact of multiple structural changes on mortality predictions In: Scandinavian Actuarial Journal.
[Full Text][Citation analysis]		article3
2018A data driven binning strategy for the construction of insurance tariff classes In: Scandinavian Actuarial Journal.
[Full Text][Citation analysis]		article5
2023Insurance pricing with hierarchically structured data an illustration with a workers compensation insurance portfolio In: Scandinavian Actuarial Journal.
[Full Text][Citation analysis]		article0
2006Lognormal Mixed Models for Reported Claims Reserves In: North American Actuarial Journal.
[Full Text][Citation analysis]		article5
2015Reserving by Conditioning on Markers of Individual Claims: A Case Study Using Historical Simulation In: North American Actuarial Journal.
[Full Text][Citation analysis]		article3
2021Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods In: North American Actuarial Journal.
[Full Text][Citation analysis]		article19
2005“A Bayesian Generalized Linear Model for the Bornhuetter-Ferguson Method of Claims Reserving,” R. J. Verrall, July 2004 In: North American Actuarial Journal.
[Full Text][Citation analysis]		article0

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