A bootstrap approach to the pricing of weather derivatives

Olivier Roustant (1) , J.-P. Laurent , Xavier Bay (1) , L. Carraro (1)

1 3MI-ENSMSE - Département Méthodes et Modèles Mathématiques pour l'Industrie

This paper investigates price uncertainties in weather derivatives contracts through a bootstrap approach. Futures prices are computed under a periodic ARMA model in an actuarial framework for two different locations, Paris and Chicago. We show that statistical errors may lead to substantial uncertainties on futures prices with confidence intervals up to 10% of the assessed prices.

Mots clés: Weather derivatives; temperature; ARMA model; parameter uncertainty; model risk; bootstrap

Olivier Roustant, J.-P. Laurent, Xavier Bay, L. Carraro. A bootstrap approach to the pricing of weather derivatives. 35 eme colloque ASTIN, Jun 2003, Bergen, Norway. ⟨hal-00699544⟩