{"title":"学习模型中的稳定性和均衡选择:注意事项","authors":"YiLi Chien, In-Koo Cho, B. Ravikumar","doi":"10.20955/r.103.477-88","DOIUrl":null,"url":null,"abstract":"Relative to rational expectations models, learning models provide a theory of expectation formation where agents use observed data and a learning rule. Given the possibility of multiple equilibria under rational expectations, the learning literature often uses stability as a criterion to select an equilibrium. This article uses a monetary economy to illustrate that equilibrium selection based on stability is sensitive to specifications of the learning rule. The stability criterion selects qualitatively different equilibria even when the differences in learning specifications are small.","PeriodicalId":51713,"journal":{"name":"Federal Reserve Bank of St Louis Review","volume":"11 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Stability and Equilibrium Selection in Learning Models: A Note of Caution\",\"authors\":\"YiLi Chien, In-Koo Cho, B. Ravikumar\",\"doi\":\"10.20955/r.103.477-88\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Relative to rational expectations models, learning models provide a theory of expectation formation where agents use observed data and a learning rule. Given the possibility of multiple equilibria under rational expectations, the learning literature often uses stability as a criterion to select an equilibrium. This article uses a monetary economy to illustrate that equilibrium selection based on stability is sensitive to specifications of the learning rule. The stability criterion selects qualitatively different equilibria even when the differences in learning specifications are small.\",\"PeriodicalId\":51713,\"journal\":{\"name\":\"Federal Reserve Bank of St Louis Review\",\"volume\":\"11 1\",\"pages\":\"\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2021-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Federal Reserve Bank of St Louis Review\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.20955/r.103.477-88\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Federal Reserve Bank of St Louis Review","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.20955/r.103.477-88","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Stability and Equilibrium Selection in Learning Models: A Note of Caution
Relative to rational expectations models, learning models provide a theory of expectation formation where agents use observed data and a learning rule. Given the possibility of multiple equilibria under rational expectations, the learning literature often uses stability as a criterion to select an equilibrium. This article uses a monetary economy to illustrate that equilibrium selection based on stability is sensitive to specifications of the learning rule. The stability criterion selects qualitatively different equilibria even when the differences in learning specifications are small.