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Montserrat Guillén

Montserrat Guillén

D-Index & Metrics

Economics and Finance

D-Index
49
Citations
6508
World Ranking
1464
National Ranking
13

Overview

Montserrat Guillén is affiliated with the University of Barcelona in Spain. The research focus spans several fields including Medicine, with particular emphasis on Pediatrics, Perinatology and Child Health, as well as Statistics and Probability. Additional areas of interest comprise Public Health, Environmental and Occupational Health, Economics and Econometrics, and Control and Systems Engineering.

The scientist's work covers various main topics reflecting the diversity of research interests:

  • Childhood Cancer Survivors' Quality of Life
  • Statistical Methods and Inference
  • Palliative Care and End-of-Life Issues
  • Financial Literacy, Pension, Retirement Analysis
  • Family and Patient Care in Intensive Care Units
  • Traffic and Road Safety
  • Traffic Prediction and Management Techniques

Montserrat Guillén has contributed to several recent papers including:

  • Percentile charts for speeding based on telematics information, 2020, Accident Analysis & Prevention
  • Assessing Driving Risk Using Internet of Vehicles Data: An Analysis Based on Generalized Linear Models, 2020, Sensors
  • Fees in tontines, 2021, Insurance Mathematics and Economics
  • Price bubbles in lithium markets around the world, 2023, Frontiers in Energy Research
  • Differences in the risk profiles of drunk and drug drivers: Evidence from a mandatory roadside survey, 2020, Accident Analysis & Prevention

Frequent co-authors collaborating with Montserrat Guillén include:

  • Jorge M. Uribe
  • Catalina Bolancé
  • Arthur Charpentier
  • Marcus C. Christiansen
  • Griselda Deelstra

Scientific publications frequently appear in journals such as:

  • Astin Bulletin
  • SSRN Electronic Journal
  • Accident Analysis & Prevention
  • European Journal of Pediatrics
  • Research Square (Research Square)

Montserrat Guillén has also authored a book titled Quantile Regression for Cross-Sectional and Time Series Data, published in 2020 by Springer International Publishing.

Best Publications

  • DETECTION OF AUTOMOBILE INSURANCE FRAUD WITH DISCRETE CHOICE MODELS AND MISCLASSIFIED CLAIMS

    Manuel Artis;Mercedes Ayuso;Montserrat Guillen

  • Kernel density estimation for heavy-tailed distributions using the champernowne transformation

    Tine Buch-larsen;Jens Perch Nielsen;Montserrat Guillén;Catalina Bolancé

  • Modelling different types of automobile insurance fraud behaviour in the Spanish market

    Manuel Artı́s;Mercedes Ayuso;Montserrat Guillén

  • Employing transaction aggregation strategy to detect credit card fraud

    Sanjeev Jha;Montserrat Guillen;J. Christopher Westland

  • Risk classification for claim counts: A comparative analysis of various zero-inflated mixed Poisson and hurdle models

    Jean-Philippe Boucher;Michel Denuit;Montserrat Guillén

  • Improving automobile insurance ratemaking using telematics: incorporating mileage and driver behaviour data

    Mercedes Ayuso;Montserrat Guillen;Jens Perch Nielsen

  • Kernel density estimation of actuarial loss functions

    Catalina Bolancé;Montserrat Guillen;Jens Perch Nielsen

  • Strategies for detecting fraudulent claims in the automobile insurance industry

    Stijn Viaene;Mercedes Ayuso;Montserrat Guillen;Dirk Van Gheel

  • Distribution of blood concentrations of persistent organic pollutants in a representative sample of the population of Catalonia.

    Miquel Porta;Magda Gasull;Elisa Puigdomènech;Mercè Garí

  • Beyond Value-at-Risk: GlueVaR Distortion Risk Measures.

    Jaume Belles-Sampera;Montserrat Guillén;Miguel Santolino

  • Number of Accidents or Number of Claims? An Approach with Zero-Inflated Poisson Models for Panel Data

    Jean-Philippe Boucher;Michel Denuit;Montserrat Guillen

  • Fraud Detection Using a Multinomial Logit Model With Missing Information

    Steven B. Caudill;Mercedes Ayuso;Montserrat Guillén

  • Health care usage among immigrants and native-born elderly populations in eleven European countries: results from SHARE

    Aïda Solé-Auró;Aïda Solé-Auró;Montserrat Guillén;Eileen M. Crimmins

  • Bringing cost transparency to the life annuity market

    Catherine Donnelly;Montserrat Guillén;Jens Perch Nielsen

  • The impact of traffic violations on the estimated cost of traffic accidents with victims

    Mercedes Ayuso;Montserrat Guillén;Manuela Alcañiz

  • Time-varying effects when analysing customer lifetime duration, application to the insurance market

    Montserrat Guillen;Jens Perch Nielsen;Tomas Scheike;Ana Maria Perez-Marin

  • Count data models for a credit scoring system

    Georges Dionne;Manuel Artís;Montserrat Guillén

  • Educational level, voluntary private health insurance and opportunistic cancer screening among women in Catalonia (Spain).

    J M Borràs;M Guillen;V Sánchez;S Juncà

  • Skewed bivariate models and nonparametric estimation for the CTE risk measure

    Catalina Bolance;Montserrat Guillen;Elena Pelican;Raluca Vernic

  • The use of telematics devices to improve automobile insurance rates

    Montserrat Guillen;Jens Perch Nielsen;Mercedes Ayuso;Ana M. Pérez-Marín

  • Kernel Density Estimation for Heavy-tailed Distributions using the Champernowne Transformation

    Tine Buch-Kromann;Jens Perch Nielsen;Montserrat Guillen;Catalina Bolancé

  • " A correlation sensitivity analysis of non-life underwriting risk in solvency capital requirement estimation"

    Lluís Bermúdez;Antoni Ferri;Montserrat Guillén

  • Calculation of the Variance in Surveys of the Economic Climate

    Manuela Alcañiz;Alex Costa;Carme Luna;Cristina Rovira

  • O.R. Applications Strategies for detecting fraudulent claims in the automobile insurance industry

    Stijn Viaene;Mercedes Ayuso;Montserrat Guillen;Dirk Van Gheel

Frequent Co-Authors

Michel Denuit
Michel Denuit Université Catholique de Louvain
José M. Merigó
José M. Merigó University of Technology Sydney
Jordi Rosell
Jordi Rosell Rovira i Virgili University
Patrick L. Brockett
Patrick L. Brockett The University of Texas at Austin
Germà Bel
Germà Bel University of Barcelona
Georges Dionne
Georges Dionne HEC Montréal
Juan A. Rodríguez-Aguilar
Juan A. Rodríguez-Aguilar Spanish National Research Council
Joan Benach
Joan Benach Pompeu Fabra University
Edward W. Frees
Edward W. Frees University of Wisconsin–Madison
Oliver Linton
Oliver Linton University of Cambridge

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