Nos derniers articles

2 résultats pour « flood »

Attitudes Toward Moving or Staying and Buying Flood Insurance to Face Varied Flood Threats

24 mai 2023 Autre, scenarios, floodinsurance, flood, regressionanalysis, predictors

Logistic #regressionanalysis identified significant #predictors for attitudes towards relocation and #floodinsurance decisions. The study found that low-magnitude #flood #scenarios had predictive models, while high-magnitude flooding did not. Flood insurance ownership emerged as a significant predictor for staying after flooding.

Learning Inter‑Annual Flood Loss Risk Models from Historical Flood Insurance Claims

22 mai 2023 Autre, us, neuralnetworks, floodinsurance, flood, insuranceclaims, nfip, national, decisiontrees, kernel, gaussian

This research evaluates different regression models to predict #flood-induced #insuranceclaims, using the #us #national #floodinsurance Program (#nfip) dataset from 2000 to 2020. The models studied include #neuralnetworks (Conditional Generative Adversarial Networks), #decisiontrees (Extreme Gradient Boosting), and #kernel-based regressors (#gaussian Process). The study identifies key predictors for regression, highlighting factors that influence flood-related financial damages.

Une question ? Une collaboration ?
Contactez‑nous dès aujourd'hui

Nom

Téléphone

E-Mail

Message

Votre message a bien été envoyé

Metametris
6 rue d’Armaillé
75017 - Paris

du lundi au vendredi
de 8h à 18h

06 07 91 04 29