报告题目 | Threshold Utility Model with Applications to Retailing and Discrete Choice Models | |
报告人（单位） | 王汝现（霍普金斯大学） | |
主持人（单位） | 薛巍立（太阳集团tyc539） | 李四杰（太阳集团tyc539） |
时间地点 | 时间：2020年10月 15 日（周四）上午9 点 腾讯会议ID：801 781 652 | |
报告内容摘要 | We propose and study a threshold utility model (TUM) where consumers buy any product whose net utility exceeds a non-negative, product-specific threshold. The thresholds are selected to maximize the expected surplus of the representative consumer subject to a bound on the expected number of selected products. We show that at optimality the thresholds are product-invariant and that the generalized extreme value (GEV) model is a special case of the TUM. The TUM is shown to yield higher consumer surplus than observing all the products' utilities and selecting the best when the bound is an integer. The model can also be applied with proxy utilities as in on-line shopping and portfolio management. Comparative statics are applied to the threshold, the purchase probabilities and the expected surplus. Extensions to multi-unit TUM, weighted TUM, multiplicative TUM, discontinuous utility and bound-induced copulas are also considered. We also providesolutions to the pricing and assortment optimization problems under the TUM. (This is a joint work with Guillermo Gallego.)
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报告人简介：王汝现，现任职于约翰斯·霍普金斯大学 - 凯瑞商学院。科研教学兴趣包括收益管理，品类管理，选择模型，数据驱动决策等。近年来在Management Science, Manufacturing & Service Operations Management 和Operations Research发表多篇论文。他博士毕业于哥伦比亚大学，硕士和学士均毕业于南京大学，曾在惠普公司从事研发咨询工作多年。 | ||
