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Sentiment analysis is applied to the Federal Reserve's documents relating to the Federal Open Market Committee (FOMC). A new method of rating the sentiment of texts is developed through the creation of a 100 000 word sentiment dictionary, and is used to estimate the sentiment of the Beige Book...
Persistent link: https://www.econbiz.de/10009721378
The worst two financial crises in human history were in some ways attributable to the US Federal Reserve's misguided monetary policies. Many economists share the view that the Fed's tight-money policy in the late 1920s caused a significant drop in the money stock (i.e. severe contraction) which...
Persistent link: https://www.econbiz.de/10012890522
The objective of this paper is to examine the predictability of the monetary policy decisions of the Governing Council of the ECB and the transmission of the unexpected component of the monetary policy decisions to the yield curve. We find, using new methodologies, that markets do not fully...
Persistent link: https://www.econbiz.de/10013320167
This is an examination of VAR modeling used to generate expectations for forward-looking variables in the Federal Reserve's macro-economic model FRB/US. Aside from analyzing economic as well aseconometric properties of VAR models currently in use, this paper evaluates certain improvements to...
Persistent link: https://www.econbiz.de/10013404250
Most economic time series indicate non-normality in the form of either occasional big shocks or marked changes in the level of the series. In this paper, a univariate state-space model with infinite variance symmetric stable shocks is used to model the U.S. inflation rate via the...
Persistent link: https://www.econbiz.de/10014208955
We propose a theoretical framework for assessing whether a forecast model estimated over one period can provide good forecasts over a subsequent period. We formalize this idea by defining a forecast breakdown as a situation in which the out-of-sample performance of the model, judged by some loss...
Persistent link: https://www.econbiz.de/10011604684
Persistent link: https://www.econbiz.de/10012221332
In this paper, we examine the relationship between market participants' perception of central bank predictability and their assessment of central bank communication skills and success in conveying objectives as well as the importance of transparency-enhancing measures, such as voting records,...
Persistent link: https://www.econbiz.de/10011447433
In this paper, we examine the relationship between market participants' perception of central bank predictability and their assessment of central bank communication skills and success in conveying objectives as well as the importance of transparencyenhancing measures, such as voting records,...
Persistent link: https://www.econbiz.de/10011447633
Persistent link: https://www.econbiz.de/10014476664