| 期刊全称 | Bayesian Analysis of Demand Under Block Rate Pricing | | 影响因子2023 | Koji Miyawaki | | 视频video | | | 发行地址 | Presents the Bayesian estimation method for the discrete/continuous choice approach for demand under block rate pricing.Explains the model coherency inherent in discrete/continuous choice and its conn | | 学科分类 | SpringerBriefs in Statistics | | 图书封面 |  | | 影响因子 | .This book focuses on the structural analysis of demand under block rate pricing, a type of nonlinear pricing used mainly in public utility services. In this price system, consumers are presented with several unit prices, which makes a naive analysis biased. However, the response to the price schedule is often of interest in economics and plays an important role in policymaking. To address this issue, the book adopts a structural approach, referred to as the discrete/continuous choice approach in the literature, to develop corresponding statistical models for analysis..The resulting models are extensions of the Tobit model, a well-known statistical model in econometrics, and their hierarchical structure fits well in Bayesian methodology. Thus, the book takes the Bayesian approach and develops the Markov chain Monte Carlo method to conduct statistical inferences. The methodology derived is then applied to real-world datasets, microdata collected in Tokyo and the neighboring Chiba Prefecture, as a useful empirical analysis for prediction as well as policymaking.. | | Pindex | Book 2019 |
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发表于 2025-3-21 19:07:08
