{"title":"泰勒规则:来自FOMC记录的信息内容","authors":"N. Ostapenko","doi":"10.2139/ssrn.3597187","DOIUrl":null,"url":null,"abstract":"Do Federal Open Market Committee (FOMC) discussions contain additional information for Taylor rule estimation? While researchers usually estimate a Taylor rule with official forecasts of the output gap and inflation, this paper sheds light on the importance of additional information contained in the FOMC discussions. Using textual analysis techniques I detect all economic phrases from FOMC transcripts and assign the tone to these phrases. Afterwards, I use Bayesian LASSO with time-varying parameters and show that the Fed changes its federal funds target also in response to FOMC members’ uncertainty about inflation expectations and financial markets.","PeriodicalId":191513,"journal":{"name":"European Economics: Macroeconomics & Monetary Economics eJournal","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Taylor Rule: The Information Content From FOMC Transcripts\",\"authors\":\"N. Ostapenko\",\"doi\":\"10.2139/ssrn.3597187\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Do Federal Open Market Committee (FOMC) discussions contain additional information for Taylor rule estimation? While researchers usually estimate a Taylor rule with official forecasts of the output gap and inflation, this paper sheds light on the importance of additional information contained in the FOMC discussions. Using textual analysis techniques I detect all economic phrases from FOMC transcripts and assign the tone to these phrases. Afterwards, I use Bayesian LASSO with time-varying parameters and show that the Fed changes its federal funds target also in response to FOMC members’ uncertainty about inflation expectations and financial markets.\",\"PeriodicalId\":191513,\"journal\":{\"name\":\"European Economics: Macroeconomics & Monetary Economics eJournal\",\"volume\":\"42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Economics: Macroeconomics & Monetary Economics eJournal\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3597187\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Economics: Macroeconomics & Monetary Economics eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3597187","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Taylor Rule: The Information Content From FOMC Transcripts
Do Federal Open Market Committee (FOMC) discussions contain additional information for Taylor rule estimation? While researchers usually estimate a Taylor rule with official forecasts of the output gap and inflation, this paper sheds light on the importance of additional information contained in the FOMC discussions. Using textual analysis techniques I detect all economic phrases from FOMC transcripts and assign the tone to these phrases. Afterwards, I use Bayesian LASSO with time-varying parameters and show that the Fed changes its federal funds target also in response to FOMC members’ uncertainty about inflation expectations and financial markets.