估计产品差异化离散选择模型中的替代模式与需求曲率

Estimating Substitution Patterns and Demand Curvature in Discrete-Choice Models of Product Differentiation

Review of Economics and Statistics · 2024
被引 11
人大 AFT50ABS 4

中文导读

扩展了BLP的离散选择模型,通过Box-Cox变换放松单位需求假设,灵活刻画需求曲率,并应用于即食麦片市场,发现价格弹性与平均价格的关系更符合描述性弹性模式。

Abstract

Abstract We extend BLP's aggregate discrete-choice model of product differentiation to create more flexibility in the price functional form. We apply a Box-Cox specification, which relaxes the typical unit demand assumption and creates flexibility on demand curvature. The model provides a unifying framework for mixed logit and mixed CES models, while remaining computationally tractable. We provide an illustrative application to the ready-to-eat cereals market. This shows that the cross-sectional relation between price elasticities and average prices per product is more in line with descriptive elasticity patterns, and that substitution between product pairs may be affected to some extent.

离散选择模型产品差异化需求曲率替代模式