Marie-Pier Côté

Université Laval - Ecole d’Actuariat

Canada

SCHOLARLY PAPERS

2

DOWNLOADS

527

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

A Fair price to pay: exploiting causal graphs for fairness in insurance

Number of pages: 35 Posted: 12 Feb 2024
Olivier Côté, Marie-Pier Côté and Arthur Charpentier
Université Laval - Ecole d’Actuariat, Université Laval - Ecole d’Actuariat and Université du Québec à Montréal
Downloads 430 (139,290)

Abstract:

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Bias, Causal inference, Disparate impact, Score, Directed acyclic graph, Discrimination, Fairness criteria

2.

Selection Bias in Insurance: Why Portfolio-Specific Fairness Fails to Extend Market-Wide

Number of pages: 31 Posted: 12 Nov 2024 Last Revised: 13 Nov 2024
Marie-Pier Côté, Olivier Côté and Arthur Charpentier
Université Laval - Ecole d’Actuariat, Université Laval - Ecole d’Actuariat and Université du Québec à Montréal
Downloads 97 (551,823)

Abstract:

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Actuarial fairness, causal inference, Demographic parity, discrimination, Unawareness.