← All authors Marie-Pier Côté Université Laval (per OpenAlex) · ORCID · OpenAlex
14 papers in scope · 14 published · 1 on the econ.EM arXiv · 230 citations · h-index 8 (over the papers listed here)
Papers (1 of 14)
Recoverability of market-wide fair insurance premiums under selection bias
published 2026 · Insurance Mathematics and Economics
with Olivier Côté, Arthur Charpentier
From point to probabilistic gradient boosting for claim frequency and severity prediction
published 2025 · European Actuarial Journal · 9 citations · first circulated 2024
with Dominik Chevalier, Dominique Chevalier-Lucia
A fair price to pay: Exploiting causal graphs for fairness in insurance
published 2025 · Journal of Risk & Insurance · 8 citations · first circulated 2024
A Flexible Hierarchical Insurance Claims Model with Gradient Boosting and Copulas
published 2024 · North American Actuarial Journal · 8 citations
with J. B. Power, Thierry Duchesne
published 2023 · Applied Stochastic Models in Business and Industry · 7 citations · first circulated 2022
When stakes are high: Balancing accuracy and transparency with Model-Agnostic Interpretable Data-driven suRRogates
published 2022 · Expert Systems with Applications · 26 citations · first circulated 2020
with Roel Henckaerts, Katrien Antonio
A Bayesian Approach to Modeling Multivariate Multilevel Insurance Claims in the Presence of Unsettled Claims
published 2020 · Bayesian Analysis · 6 citations
with Christian Genest, David A. Stephens
Boosting Insights in Insurance Tariff Plans with Tree-Based Machine Learning Methods
published 2020 · North American Actuarial Journal · 9 citations · first circulated 2019
with Roel Henckaerts, Katrien Antonio, Roel Verbelen
Rank-based inference tools for copula regression, with property and casualty insurance applications
published 2019 · Insurance Mathematics and Economics · 15 citations
with Christian Genest, Marek Omelka
Dependence in a background risk model
published 2018 · Journal of Multivariate Analysis · 14 citations
with Christian Genest
Rank-based methods for modeling dependence between loss triangles
published 2016 · European Actuarial Journal · 16 citations · first circulated 2015
with Christian Genest, Anas Abdallah
A copula‐based risk aggregation model
published 2015 · Canadian Journal of Statistics · 35 citations
with Christian Genest
A note on the computation of sharp numerical bounds for the distribution of the sum, product or ratio of dependent risks
published 2014 · Journal of Multivariate Analysis · 7 citations
Multivariate distribution defined with Farlie–Gumbel–Morgenstern copula and mixed Erlang marginals: Aggregation and capital allocation
published 2013 · Insurance Mathematics and Economics · 70 citations
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