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Big Data, GAFA et Assurance,
Arthur Charpentier, from HAL (2019) Downloads

Quantifying fairness and discrimination in predictive models,
Arthur Charpentier, from arXiv.org (2022) Downloads

Dynamic dependence ordering for Archimedean copulas and distorted copulas,
Arthur Charpentier, from HAL (2008)
Keywords: Archimedean copulas,Cox model,dependence,distorted copulas,ordering AMS subject

Ajuster les tables de mortalité: le rôle des actuaires,
Arthur Charpentier, from HAL (2007)
Keywords: tables de mortalité,actuaires

Dynamic dependence ordering for Archimedean copulas and distorted copulas,
Arthur Charpentier, from HAL (2008)
Keywords: Archimedean copulas,Cox model,dependence,distorted copulas,ordering AMS subject

Pricing catastrophe options in incomplete markets,
Arthur Charpentier, from HAL (2008)
Keywords: catastrophe options,incomplete market,Gerber-Shiu

Insurability of climate risks,
Arthur Charpentier, from HAL (2008)
Keywords: cat bonds,global warming,insurability,large risks,natural catastrophes,reinsurance

Reinsurance, ruin and solvency issues: some pitfalls,
Arthur Charpentier, from HAL (2010)
Keywords: Dependence,Reinsurance,Ruin probability,Solvency requirements
Downloads

On the return period of the 2003 heat wave,
Arthur Charpentier, from HAL (2010)
Keywords: Heat wave,long range dependence,return period,heavy tails,GARMA processes,SARIMA processes
Downloads

An introduction to multivariate and dynamic risk measures,
Arthur Charpentier, from HAL (2018) Downloads

Insurability of Climate Risks,
Arthur Charpentier, in The Geneva Papers on Risk and Insurance - Issues and Practice (2008) Downloads

Erratum to: On the return period of the 2003 heat wave,
Arthur Charpentier, in Climatic Change (2011) Downloads

On the return period of the 2003 heat wave,
Arthur Charpentier, in Climatic Change (2011) Downloads

Prévision avec des copules en finance,
Arthur Charpentier, from HAL (2015)
Keywords: copules,GARCH,prévision,séries temporelles,finance,pétrole
Downloads

Registered author: Arthur Charpentier

L'équité de l'apprentissage machine en assurance,
Laurence Barry and Arthur Charpentier, from HAL (2022) Downloads

L'équité de l'apprentissage machine en assurance,
Laurence Barry and Arthur Charpentier, from HAL (2022) Downloads

The Fairness of Machine Learning in Insurance: New Rags for an Old Man?,
Laurence Barry and Arthur Charpentier, from arXiv.org (2022) Downloads

Generating Yield Curve Stress-Scenarios,
Arthur Charpentier and Christophe Villa, from HAL (2010)
Keywords: Term structure,Yield curve,IRR,Stress-Testing,Scenario analysis,Principal Component Analysis,Independant Component Analy- sis.,Independant Component Analy- sis
Downloads

Macro vs. Micro Methods in Non-Life Claims Reserving (an Econometric Perspective),
Arthur Charpentier and Mathieu Pigeon, from HAL (2016)
Keywords: Loss reserving, Clustering, Generalized Linear Mixed Models
Downloads

Modeling earthquake dynamics,
Arthur Charpentier and Marilou Durand, from HAL (2015)
Keywords: seismic gap hypothesis,Duration,earthquakes,generalized linear models

«Mathiness» et assurance,
Arthur Charpentier and Beatrice Cherrier, from HAL (2015)
Keywords: mathiness, assurance, modèle actuariel

Tails of multivariate archimedean copulas,
Arthur Charpentier and Johan Segers, from HAL (2008)
Keywords: Archimedean copula,asymptotic independence,coefficient of tail dependence,complete monotonicity,domain of attraction,extreme value distribution,frailty model,regular variation,survival copula,tail dependence copula

Estimating allocations for Value-at-Risk portfolio optimization,
Arthur Charpentier and Abder Oulidi, from HAL (2009)
Keywords: Value-at-risk,optimization,portfolio,non-parametrics

Dynamic flood modeling: combining Hurst and Gumbel's approach,
Arthur Charpentier and David Sibaï, from HAL (2008)
Keywords: frequency analysis,bivariate point process,ACD models

Beta kernel quantile estimators of heavy-tailed loss distributions,
Arthur Charpentier and Abder Oulidi, from HAL (2010)
Keywords: Beta kernels,Champernowne distribution,Loss distributions,Quantile estimation,Transformed kernel,Value-at-risk

Aggregated Data and Compositional Variables: Methodological Note,
Enora Belz and Arthur Charpentier, from HAL (2019) Downloads

Macro vs. Micro Methods in Non-Life Claims Reserving (an Econometric Perspective),
Arthur Charpentier and Mathieu Pigeon, in Risks (2016)
Keywords: loss reserving; clustering; generalized linear mixed models
Downloads

Tails of multivariate Archimedean copulas,
Arthur Charpentier and Johan Segers, in Journal of Multivariate Analysis (2009)
Keywords: Archimedean copula Asymptotic independence Clayton copula Coefficient of tail dependence Complete monotonicity Domain of attraction Extreme value distribution Frailty model Regular variation Survival copula Tail dependence copula
Downloads

Données et Santé: valeurs, acteurs et enjeux,
Raphaël Suire and Charpentier Arthur, from HAL (2016)

Oaxaca-Blinder decomposition of changes in means and inequality: A simultaneous approach,
Arthur Charpentier and Emmanuel Flachaire, in Economics Bulletin (2024)
Keywords: Inequality, Oaxaca-Blinder decomposition, MLD index
Downloads

LOG-TRANSFORM KERNEL DENSITY ESTIMATION OF INCOME DISTRIBUTION,
Arthur Charpentier and Emmanuel Flachaire, in L'Actualité Economique (2015) Downloads

Pareto Models for Top Incomes,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2019)
Keywords: Pareto distribution,top incomes,inequality measures
Downloads

Log-Transform Kernel Density Estimation of Income Distribution,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2015)
Keywords: Economie quantitative

Pareto Models for Risk Management,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2021)
Keywords: EPD,expected shortfall,financial risks,GPD,hill,pareto,quantile,rare events,regular variation,reinsurance,second order,value-at-risk

Pareto models for top incomes and wealth,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2022)
Keywords: Pareto distribution,Top incomes,Inequality measures
Downloads

Pareto Models for Top Incomes,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2019)
Keywords: Pareto distribution,top incomes,inequality measures
Downloads

Pareto models for risk management,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2019) Downloads

Log-Transform Kernel Density Estimation of Income Distribution,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2014)
Keywords: nonparametric density estimation,heavy-tail,income distribution,data transformation,lognormal kernel
Downloads

Pareto models for risk management,
Arthur Charpentier and Emmanuel Flachaire, from arXiv.org (2019) Downloads

Income Inequality Games,
Arthur Charpentier and Stéphane Mussard, from HAL (2010)
Keywords: Inequality,Poverty,Shapley,Source decomposition.,Source decomposition
Downloads

Income Inequality Games,
Arthur Charpentier and Stéphane Mussard, from LAMETA, Universtiy of Montpellier (2010) Downloads

Income inequality games,
Arthur Charpentier and Stéphane Mussard, in The Journal of Economic Inequality (2011)
Keywords: Inequality, Poverty, Shapley, Source decomposition, Subgroup decomposition, D31, D63,
Downloads

Convergence of Archimedean copulas,
Arthur Charpentier and Johan Segers, in Statistics & Probability Letters (2008)
Keywords: Archimedean copula Generator Kendall distribution function
Downloads

Lower tail dependence for Archimedean copulas: Characterizations and pitfalls,
Arthur Charpentier and Johan Segers, in Insurance: Mathematics and Economics (2007) Downloads

Pareto models for top incomes and wealth,
Arthur Charpentier and Emmanuel Flachaire, in The Journal of Economic Inequality (2022)
Keywords: Pareto distribution, Top incomes, Inequality measures
Downloads

Estimating allocations for Value-at-Risk portfolio optimization,
Arthur Charpentier and Abder Oulidi, in Mathematical Methods of Operations Research (2009)
Keywords: Value-at-Risk, Optimization, Portfolio, Non-parametrics,
Downloads

Pareto Models for Risk Management,
Arthur Charpentier and Emmanuel Flachaire, from Springer (2021)
Keywords: EPD, Expected shortfall, Financial risks, GPD, Hill, Pareto, Quantile, Rare events, Regular variation, Reinsurance, Second order, Value-at-risk

Convergence of Archimedean Copulas,
Arthur Charpentier and J.J.J. Segers, from Tilburg University, Center for Economic Research (2006)
Keywords: Archimedean copula; generator; Kendall distribution function
Downloads

Lower Tail Dependence for Archimedean Copulas: Characterizations and Pitfalls,
Arthur Charpentier and J.J.J. Segers, from Tilburg University, Center for Economic Research (2006)
Keywords: Archimedean copula; regular variation; tail dependence; de Haan class
Downloads

La démographie historique peut-elle tirer profit des données collaboratives des sites de généalogie ?,
Arthur Charpentier and Ewen Gallic, in Population (french edition) (2020)
Keywords: genealogy, collaborative data, fertility, mortality, migration, historical demography
Downloads

Oaxaca-Blinder decomposition of changes in means and inequality: A simultaneous approach,
Arthur Charpentier and Emmanuel Flachaire, from HAL (2024)
Keywords: inequality Oaxaca-Blinder decomposition MLD index,inequality,Oaxaca-Blinder decomposition,MLD index
Downloads

Kernel density estimation based on Ripley’s correction,
Arthur Charpentier and Ewen Gallic, from HAL (2016)
Keywords: spatial process,GIS,Kernel density estimation,polygons,Ripley’s circumference method,visualization,Border bias,edge correction,frontier
Downloads

Income Inequality Games,
Arthur Charpentier and Stéphane Mussard, from Departement d'économique de l'École de gestion à l'Université de Sherbrooke (2010)
Keywords: Inequality, Poverty, Shapley, Source decomposition
Downloads

Limiting Dependence Structure for Credit Defaults,
Arthur Charpentier and Alessandro Juri, from Center for Research in Economics and Statistics (2004) Downloads

Log-Transform Kernel Density Estimation of Income Distribution,
Arthur Charpentier and Emmanuel Flachaire, from Aix-Marseille School of Economics, France (2015)
Keywords: nonparametric density estimation, heavy-tail, income distribution, data transformation, lognormal kernel
Downloads

Étude de la démographie française du XIXe siècle à partir de données collaboratives de généalogie,
Arthur Charpentier and Ewen Gallic, from Aix-Marseille School of Economics, France (2019)
Keywords: généalogie, données collaboratives, longévité, migration, XIXe siècle, R
Downloads

Optimal Claiming Strategies in Bonus Malus Systems and Implied Markov Chains,
Arthur Charpentier, Arthur David and Romuald Elie, from HAL (2016)
Keywords: bonus malus, markov chains
Downloads

Optimal Claiming Strategies in Bonus Malus Systems and Implied Markov Chains,
Arthur Charpentier, Arthur David and Romuald Elie, in Risks (2017)
Keywords: bonus hunger; bonus-malus; control; incentives; Markov Chains; reporting
Downloads

Optimal transport on large networks, a practitioner's guide,
Arthur Charpentier, Alfred Galichon and Lucas Vernet, from arXiv.org (2019) Downloads

Segmentation et mutualisation, les deux faces d'une meme piece?,
Arthur Charpentier, Michel Denuit and Romuald Elie, from Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2015)

Weighted asymmetric least squares regression with fixed-effects,
Amadou Barry, Karim Oualkacha and Arthur Charpentier, from arXiv.org (2021) Downloads

Optimal transport on large networks a practitioner guide,
Arthur Charpentier, Alfred Galichon and Lucas Vernet, from HAL (2019) Downloads

Optimal transport on large networks a practitioner guide,
Arthur Charpentier, Alfred Galichon and Lucas Vernet, from HAL (2019) Downloads

Government Intervention in Catastrophe Insurance Markets: A Reinforcement Learning Approach,
Menna Hassan, Nourhan Sakr and Arthur Charpentier, from arXiv.org (2022) Downloads

Predicting Drought and Subsidence Risks in France,
Arthur Charpentier, Molly James and Hani Ali, from arXiv.org (2021) Downloads

Autocalibration and Tweedie-dominance for insurance pricing with machine learning,
Michel Denuit, Arthur Charpentier and Julien Trufin, from Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2021)
Keywords: Risk classification ; Method of marginal totals ; Tweedie distribution family ; Convex order ; Autocalibration

Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning,
Michel Denuit, Arthur Charpentier and Julien Trufin, from arXiv.org (2021) Downloads

Reinforcement Learning in Economics and Finance,
Arthur Charpentier, Romuald Elie and Carl Remlinger, from arXiv.org (2020) Downloads

BIG DATA: passer d'une analyse de corrélation à une interprétation causale,
Arthur Charpentier and Amadou Diogo Barry, from HAL (2015)
Keywords: assurance,variation de la sinistralité,big data

Local Utility and Multivariate Risk Aversion,
Arthur Charpentier, Alfred Galichon and Marc Henry, from CIRANO (2012)
Keywords: local utility, multivariate risk aversion, multivariate rank dependent utility, pessimism, multivariate Bickel-Lehmann dispersion,
Downloads

Local Utility and Multivariate Risk Aversion,
Arthur Charpentier, Alfred Galichon and Marc Henry, from arXiv.org (2021) Downloads

Autocalibration and Tweedie-dominance for insurance pricing with machine learning,
Michel Denuit, Arthur Charpentier and Julien Trufin, in Insurance: Mathematics and Economics (2021)
Keywords: Risk classification; Method of marginal totals; Tweedie distribution family; Convex order; Autocalibration;
Downloads

Principal Component Analysis: A Generalized Gini Approach,
Arthur Charpentier, Stéphane Mussard and Tea Ouraga, from HAL (2019)
Keywords: Generalized Gini,PCA,Robustness
Downloads

Principal Component Analysis: A Generalized Gini Approach,
Arthur Charpentier, Stéphane Mussard and Tea Ouraga, from HAL (2019) Downloads

Principal component analysis: A generalized Gini approach,
Arthur Charpentier, Stéphane Mussard and Téa Ouraga, in European Journal of Operational Research (2021)
Keywords: (R) Multivariate statistics; Gini; PCA; Robustness;
Downloads

Économétrie & Machine Learning,
Arthur Charpentier, Emmanuel Flachaire and Antoine Ly, from HAL (2018)
Keywords: apprentissage,données massives,modélisation,économétrie,moindres carrés
Downloads

A new GEE method to account for heteroscedasticity using asymmetric least-square regressions,
Amadou Barry, Karim Oualkacha and Arthur Charpentier, in Journal of Applied Statistics (2022) Downloads

Natural catastrophe insurance: How should the government intervene?,
Arthur Charpentier and Benoît Le Maux, from HAL (2014)
Keywords: Insurance,Natural catastrophe,Externalities,Government intervention,Strong Nash equilibrium
Downloads

Natural catastrophe insurance: How should the government intervene?,
Arthur Charpentier and Benoît Le Maux, in Journal of Public Economics (2014)
Keywords: Insurance; Natural catastrophe; Externalities; Government intervention; Strong Nash equilibrium;
Downloads

Econometrics and Machine Learning,
Arthur Charpentier, Emmanuel Flachaire and Antoine Ly, in Economie et Statistique / Economics and Statistics (2018) Downloads

Econom\'etrie et Machine Learning,
Arthur Charpentier, Emmanuel Flachaire and Antoine Ly, from arXiv.org (2018) Downloads

Econometrics and Machine Learning,
Arthur Charpentier, Emmanuel Flachaire and Antoine Ly, from HAL (2018)
Keywords: learning,Big Data,econometrics,modelling,least squares

Natural Catastrophe Insurance: When Should the Government Intervene?,
Arthur Charpentier and Benoît Le Maux, from HAL (2010)
Keywords: Strong Nash equilibrium,Market Failure,Externalities,Ruin,Natural Catastrophe,Insurance,Government intervention
Downloads

Local Utility and Risk Aversion,
Alfred Galichon, Arthur Charpentier and Marc Henry, from HAL (2012)
Keywords: Local utility,Multivariate risk aversion,Pessimism,Multivariate rand dependent utility,Multivariate Bickel-Lehmann dispersion
Downloads

Reinforcement Learning in Economics and Finance,
Arthur Charpentier, Romuald Élie and Carl Remlinger, in Computational Economics (2023)
Keywords: Causality, Control, Machine learning, Markov decision process, Multi-armed bandits, Online-learning, Q-learning, Regret, Reinforcement learning, Rewards, Sequential learning
Downloads

Optimal Transport for Counterfactual Estimation: A Method for Causal Inference,
Arthur Charpentier, Emmanuel Flachaire and Ewen Gallic, from arXiv.org (2023) Downloads

Optimal Transport for Counterfactual Estimation: A Method for Causal Inference,
Arthur Charpentier, Emmanuel Flachaire and Ewen Gallic, from HAL (2024)
Keywords: Causality,Conditional Average Treatment Effects,CATE,Counterfactual,Mutatis Mutandis,Optimal Transport,Quantiles

Modeling Joint Lives within Families,
Olivier Cabrignac, Arthur Charpentier and Ewen Gallic, from arXiv.org (2020) Downloads

Probit Transformation for Nonparametric Kernel Estimation of the Copula Density,
Gery Geenens, Arthur Charpentier and Davy Paindaveine, from ULB -- Universite Libre de Bruxelles (2014)
Keywords: copula density; transformation kernel density estimator; boundary bias; unbounded Density; local likelihood density estimation
Downloads

Alternative fixed-effects panel model using weighted asymmetric least squares regression,
Amadou Barry, Karim Oualkacha and Arthur Charpentier, in Statistical Methods & Applications (2023)
Keywords: Expectile regression, Quantile regression, Fixed effects, Within-transformation, Endogenous model, Panel data.
Downloads

Quel avenir pour les probabilités prédictives en assurance ?,
Arthur Charpentier, Laurence Barry and Ewen Gallic, from HAL (2019) Downloads

Modeling Joint Lives within Families,
Olivier Cabrignac, Arthur Charpentier and Ewen Gallic, from HAL (2020)
Keywords: annuities,collaborative data,dependence,family history,genealogy,grandparents-grandchildren,information,joint life insurance,parents-children,whole life insurance
Downloads

Local Utility and Multivariate Risk Aversion,
Arthur Charpentier, Alfred Galichon and Marc Henry, from CIRJE, Faculty of Economics, University of Tokyo (2012) Downloads

Autocalibration and Tweedie-dominance for insurance pricing with machine learning,
Michel Denuit, Arthur Charpentier and Julien Trufin, from Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA) (2021)
Keywords: Risk classification ; Tweedie distribution family ; Concentration curve ; Bregman loss ; Convex order
Downloads

Modeling Joint Lives within Families,
Olivier Cabrignac, Arthur Charpentier and Ewen Gallic, from Aix-Marseille School of Economics, France (2020)
Keywords: annuities; collaborative data; dependence; family history; genealogy; grandparents-grandchildren; information; joint life insurance; parents-children; whole life insurance
Downloads

Changement climatique et Assurance,
Arthur Charpentier, Anne Eyraud-Loisel, Alexis Hannart and Julien Tomas, from HAL (2016)

Category-based Tail Comovement,
Arthur Charpentier, Emilios C. Galariotis and Christophe Villa, from HAL (2009)
Keywords: Interest rates,Yield curve,ICA,PCA
Downloads

Multivariate Archimax copulas,
Arthur Charpentier, A.-L. Fougères, C. Genest and J.G. Nešlehová, in Journal of Multivariate Analysis (2014)
Keywords: Archimedean copula; Domain of attraction; Multivariate extreme-value distribution; Stable tail dependence function; Williamson d-transform;
Downloads

Segmentation et mutualisation, les deux faces d'une même pièce?,
Arthur Charpentier, Michel M. Denuit and Romuald Elie, from HAL (2015)
Keywords: solidarité,mutualisation des risques

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