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Ana Maria Perez-Marin
Ana Maria Perez-Marin
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Time-varying effects in the analysis of customer loyalty: A case study in insurance
M Guillén, JP Nielsen, TH Scheike, AM Pérez-Marín
Expert systems with Applications 39 (3), 3551-3558, 2012
982012
Uplift random forests
L Guelman, M Guillén, AM Pérez-Marín
Cybernetics and Systems 46 (3-4), 230-248, 2015
812015
The use of telematics devices to improve automobile insurance rates
M Guillen, JP Nielsen, M Ayuso, AM Pérez‐Marín
Risk analysis 39 (3), 662-672, 2019
702019
Telematics and gender discrimination: Some usage-based evidence on whether men’s risk of accidents differs from women’s
M Ayuso, M Guillen, AM Pérez-Marín
Risks 4 (2), 10, 2016
702016
The need to monitor customer loyalty and business risk in the European insurance industry
M Guillen, JP Nielsen, AM Pérez-Marín
The Geneva Papers on Risk and Insurance-Issues and Practice 33 (2), 207-218, 2008
702008
Time and distance to first accident and driving patterns of young drivers with pay-as-you-drive insurance
M Ayuso, M Guillén, AM Pérez-Marín
Accident Analysis & Prevention 73, 125-131, 2014
672014
Random forests for uplift modeling: an insurance customer retention case
L Guelman, M Guillén, AM Pérez-Marín
International conference on modeling and simulation in engineering …, 2012
672012
Survival analysis of a household portfolio of insurance policies: how much time do you have to stop total customer defection?
PL Brockett, LL Golden, M Guillen, JP Nielsen, J Parner, AM Perez‐Marin
Journal of Risk and Insurance 75 (3), 713-737, 2008
642008
Recent mortality trends in the Spanish population
A Felipe, M Guillén, AM Perez-Marin
British Actuarial Journal 8 (4), 757-786, 2002
602002
Using GPS data to analyse the distance travelled to the first accident at fault in pay-as-you-drive insurance
M Ayuso, M Guillen, AMP Marín
Transportation research part C: emerging technologies 68, 160-167, 2016
562016
Pay-as-you-drive insurance: the effect of the kilometers on the risk of accident
JP Boucher, AM Pérez-Marín, M Santolino
Anales del Instituto de Actuarios Españoles 19 (3), 135-154, 2013
452013
A survey of personalized treatment models for pricing strategies in insurance
L Guelman, M Guillén, AM Perez-Marin
Insurance: Mathematics and Economics 58, 68-76, 2014
402014
Performance measurement of pension strategies: A case study of Danish life-cycle products
M Guillén, JP Nielsen, AM Pérez-Marín, KS Petersen
Scandinavian Actuarial Journal 2013 (1), 49-68, 2013
362013
A decision support framework to implement optimal personalized marketing interventions
L Guelman, M Guillén, AM Pérez-Marín
Decision Support Systems 72, 24-32, 2015
332015
Semi-autonomous vehicles: Usage-based data evidences of what could be expected from eliminating speed limit violations
AM Pérez-Marín, M Guillen
Accident Analysis & Prevention 123, 99-106, 2019
262019
Optimal personalized treatment rules for marketing interventions: A review of methods, a new proposal, and an insurance case study
L Guelman, M Guillén, AM Pérez Marín
UB Riskcenter Working Paper Series, 2014/06, 2014
262014
Can automobile insurance telematics predict the risk of near-miss events?
M Guillen, JP Nielsen, AM Pérez-Marín, V Elpidorou
North American Actuarial Journal 24 (1), 141-152, 2020
212020
Do not pay for a Danish interest guarantee. The law of the triple blow
M Guillén, AK Konicz, JP Nielsen, AM Pérez-Marín
Annals of Actuarial Science 7 (2), 192-209, 2013
192013
Assessing driving risk using internet of vehicles data: An analysis based on generalized linear models
S Sun, J Bi, M Guillen, AM Pérez-Marín
Sensors 20 (9), 2712, 2020
172020
Quantile regression with telematics information to assess the risk of driving above the posted speed limit
AM Pérez-Marín, M Guillen, M Alcañiz, L Bermúdez
Risks 7 (3), 80, 2019
172019
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