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This repository contains replication code and data for the paper 'Accounting for Geographic Basis Risk in Heat Index Insurance: How Spatial Interpolation Can Reduce the Cost of Risk'. We use a variety of spatial interpolation methods to reduce geographic basis risk in weather index insurance.