scholarly journals Using Entropy to Evaluate the Impact of Monetary Policy Shocks on Financial Networks

Entropy ◽  
2021 ◽  
Vol 23 (11) ◽  
pp. 1465
Author(s):  
Petre Caraiani ◽  
Alexandru Vasile Lazarec

We analyze the changes in the financial network built using the Dow Jones Industrial Average components following monetary policy shocks. Monetary policy shocks are measured through unexpected changes in the federal funds rate in the United States. We determine the changes in the financial networks using singular value decomposition entropy and von Neumann entropy. The results indicate that unexpected positive shocks in monetary policy shocks lead to lower entropy. The results are robust to varying the window size used to construct financial networks, though they also depend on the type of entropy used.

Energies ◽  
2019 ◽  
Vol 12 (3) ◽  
pp. 472
Author(s):  
Petre Caraiani ◽  
Adrian Călin

We investigate the effects of monetary policy shocks, including unconventional policy measures, on the bubbles of the energy sector, for the case of the United States. We estimate a time-varying Bayesian VAR model that allows for quantifying the impact of monetary policy shocks on asset prices and bubbles. The energy sector is measured through the S&P Energy Index, while bubbles are measured through the difference between asset prices and the corresponding dividends for the energy sector. We find significant differences in the impact of monetary policy shocks for the aggregate economy and for the energy sector. The findings seem sensitive to the interest rate use, i.e., whether one uses the shadow interest rate or the long-term interest rate.


2020 ◽  
Vol 102 (4) ◽  
pp. 690-704 ◽  
Author(s):  
Pascal Paul

This paper studies how monetary policy jointly affects asset prices and the real economy in the United States. I develop an estimator that uses high-frequency surprises as a proxy for the structural monetary policy shocks. This is achieved by integrating the surprises into a vector autoregressive model as an exogenous variable. I use current short-term rate surprises because these are least affected by an information effect. When allowing for time-varying model parameters, I find that compared to the response of output, the reaction of stock and house prices to monetary policy shocks was particularly low before the 2007–2009 financial crisis.


2019 ◽  
Vol 33 (9) ◽  
pp. 4367-4402 ◽  
Author(s):  
Sudheer Chava ◽  
Alex Hsu

Abstract We analyze the impact ofa unanticipated monetary policy changes on the cross-section of U.S. equity returns. Financially constrained firms earn a significantly lower (higher) return following surprise interest rate increases (decreases) as compared to unconstrained firms. This differential return response between constrained and unconstrained firms appears after a delay of 3 to 4 days. Further, unanticipated Federal funds rate increases are associated with a larger decrease in expected cash flow news, but not discount rate news, for constrained firms relative to unconstrained firms. Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.


2004 ◽  
Vol 5 (1) ◽  
pp. 35-59 ◽  
Author(s):  
Ivo J. M. Arnold ◽  
Evert B. Vrugt

Abstract This paper estimates the impact of interest rate shocks on regional output in Germany over the period from 1970 to 2000. We use a vector autoregression (VAR) model to obtain impulse responses, which reveal differences in the output responses to monetary policy shocks across ten German provinces. Next, we investigate whether these differences can be related to structural features of the regional economies, such as industry mix, firm size, bank size and openness. An additional analysis of the volatility of real GDP growth for the period 1992-2000 includes the Eastern provinces. We also present evidence on the interrelationship between firm size and industry, and compare our measure of firm size with those used in previous studies. We conclude that the differential regional effects of monetary policy are related to industrial composition, but not to firm size or bank size.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ameen Omar Shareef ◽  
K.P. Prabheesh

Purpose This paper aims to examine the role of foreign banks in transmitting global monetary policy shocks to India. Further, the authors try to explore the international bank lending channel and analyze the impact of global monetary policy on Indian macroeconomic variables. Design/methodology/approach The authors use a structural break unit root test and structural vector autoregression on monthly data from 1998 to 2018. Findings The study finds that the global monetary policy is significantly determining foreign banks’ lending in India; the evidence of a portfolio re-balancing channel in the process of global monetary policy transmission to the Indian economy; the exchange rate is significantly explaining the foreign bank credit dynamism in India; and evidence of international monetary policy spillover to the Indian economy. Originality/value This is the first attempt to analyze the role of foreign banks in the transmission of global monetary policy shocks to India, where the literature availability is limited. The finding of ineffective domestic monetary policy on foreign bank lending opens the need for an in-depth and diversified analysis of the role of foreign banks in the transmission of domestic monetary policy.


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