Regret-based capital asset pricing model

•This study examines the influence of regret aversion on asset pricing.•It proposes a regret-based capital asset pricing model.•Individuals maximize expected returns and minimize anticipated regrets.•A closed-form pricing formula with a regret-based beta is derived.•The proposed conceptual framework helps understand the aggregate effects of regret.