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Using a range of stochastic volatility models well-known in the nance literature, we study the existence of money market bubbles in the US economy. Money market bubbles preclude the existence of a risk-neutral pricing measure. Understanding whether markets exhibit money market bubbles is crucial...
Persistent link: https://www.econbiz.de/10012981122
We introduce machine learning in the context of central banking and policy analyses. Our aim is to give an overview broad enough to allow the reader to place machine learning within the wider range of statistical modelling and computational analyses, and provide an idea of its scope and...
Persistent link: https://www.econbiz.de/10012948433
We study the relation between holdings of monetary assets and government securities in the Euro area. We estimate time-varying elasticities of substitution between monetary assets using the semi-nonparametric method of Gallant (1981). The empirical elasticities are then tested for structural...
Persistent link: https://www.econbiz.de/10013029088
This article assesses the communication of the European Central Bank (ECB) using Natural Language Processing (NLP) techniques. We show the evolution of discourse over time and capture the main themes of interest for the central bank that go beyond its traditional mandate of maintaining price...
Persistent link: https://www.econbiz.de/10013238353
Explanations of why changes in the relative quantities of safe debt seem to affect asset prices often appeal informally to a "portfolio balance" mechanism. I show how this type of effect can be incorporated in a general class of structural, arbitrage-free asset-pricing models using a numerical...
Persistent link: https://www.econbiz.de/10010211019
Most central banks effect changes to their target or policy rate in discrete increments (e.g., multiples of 0.25%) following public announcements on scheduled dates. Still, for most applications, researchers rely on the assumption that the policy rate changes linearly with economic conditions...
Persistent link: https://www.econbiz.de/10009728132
We develop a novel contract design, the fed funds futures (FFF) variance futures, which reflects the expected realized basis point variance of an underlying FFF rate. The valuation of short-term FFF variance futures is completely model-independent in a general setting that includes the cases...
Persistent link: https://www.econbiz.de/10011293604
I propose a simple framework that quantifies the stance of monetary policy as a 'shadow short rate' when the term structure is near the zero lower bound. I demonstrate my framework with a one-factor model applied to Japanese data, including an intuitive economic interpretation of the results,...
Persistent link: https://www.econbiz.de/10013103621
Traders worldwide use interest rate options and futures to speculate on future monetary decisions, in particular in countries where the monetary regime is Inflation Targeting (IT). Central Banks under an IT regime tend to define the target rate on scheduled meetings. We propose in this paper a...
Persistent link: https://www.econbiz.de/10013091162
The issues of liquidity and price transparency in derivatives markets have taken on greater import given regulatory efforts under way to improve their transparency. To date, the lack of transaction data has impeded the understanding of how the inflation swap and other derivatives markets...
Persistent link: https://www.econbiz.de/10013076309