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A Method of Exploring the Mechanism of Inflationary Expectations Based on Qualitative Survey Data
Authors:Satoru Kanoh  Zhi Dong Li
Affiliation:1. Department of Economics , Yokohama National University , Tokiwadai , Yokohama 240 , Japan;2. Research Institute of Economics, Kyoto University , Sakyo-ku , Kyoto 606 , Japan
Abstract:The objective of this article is to propose a method of exploring the mechanism of expectation formation based on qualitative survey data. The survey data are regarded as a sample from a multinomial distribution whose parameters are time-variant functions of inflation expectations. The parameters are estimated using a Bayesian recursive approach, which is a generalization of the Kalman filtering technique. For illustrative purposes, the method is applied to Japanese data. One notable finding from the empirical analysis is that the expectation formation process of Japanese enterprises has varied greatly over time.
Keywords:Bayesian estimation  Expectation mechanism  Qualitative data  Recursive estimation  Survey data
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