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We examine variation in local wage levels, housing costs, and commuting costs for 2071 areas covering the United States within and across metropolitan areas. In an equilibrium model of residential and workplace choice, we use these measures to construct a willingness-to-pay index for a typical household. When households are sufficiently homogeneous and mobile, this index indicates the perceived value of local household amenities, or "quality of life." Wage levels vary little within metropolitandoi:10.3386/w19922 fatcat:vk2pljhqinffzkb73ws3gqj3zy