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Statistical Analysis and Data Mining The ASA Data Science Journal
Article . 2017 . Peer-reviewed
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Article . 2017
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Dynamic hierarchical models for monetary transmission

Authors: Laura Parisi;

Dynamic hierarchical models for monetary transmission

Abstract

Monetary policies, either actual or perceived, cause changes in monetary interest rates. These changes impact the economy through financial institutions, which react to changes in the monetary policy with changes in their administered rates, on both deposits and lendings. In this paper we provide a dynamic modeling for describing how administered bank interest rates react in response to changes in money market rates, in a multicountry setting: in addition, by means of hierarchical equations, we take into account how such changes are affected by the macroeconomic fundamentals of each country. The paper applies the proposed models to interest rates on different loans (to corporates and families) in seven European economies, showing how the monetary policy and the specific situation of each country have differently impacted lendings across time.

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Keywords

hierarchical models, Statistics, forecasting bank interest rates, dynamic time series models, Computer science

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
bronze