Assessing the Transmission of Monetary Policy Shocks Using Dynamic Factor Models

Assessing the Transmission of Monetary Policy Shocks Using Dynamic Factor Models PDF Author: Dimitris Korobilis
Publisher:
ISBN:
Category : Monetary policy
Languages : en
Pages : 36

Book Description


Assessing the Transmission of Monetary Policy Using Time-Varying Parameter Dynamic Factor Models

Assessing the Transmission of Monetary Policy Using Time-Varying Parameter Dynamic Factor Models PDF Author: Dimitris Korobilis
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

Book Description
This article extends the current literature which questions the stability of the monetary transmission mechanism, by proposing a factor-augmented vector autoregressive (VAR) model with time-varying coefficients and stochastic volatility. The VAR coefficients and error covariances may change gradually in every period or be subject to abrupt breaks. The model is applied to 143 post-World War II quarterly variables fully describing the US economy. I show that both endogenous and exogenous shocks to the US economy resulted in the high inflation volatility during the 1970s and early 1980s. The time-varying factor augmented VAR produces impulse responses of inflation which significantly reduce the price puzzle. Impulse responses of other indicators of the economy show that the most notable changes in the transmission of unanticipated monetary policy shocks occurred for gross domestic product, investment, exchange rates and money.

The Effectiveness of Monetary Policy Transmission Under Capital Inflows

The Effectiveness of Monetary Policy Transmission Under Capital Inflows PDF Author: Ms.Sonali Jain-Chandra
Publisher: International Monetary Fund
ISBN: 1475579713
Category : Business & Economics
Languages : en
Pages : 19

Book Description
The effectiveness of the monetary policy transmission mechanism in open economies could be impaired if interest rates are driven primarily by global factors, especially during periods of large capital inflows. The main objective of this paper is to assess whether this is true for emerging Asia’s economies. Using a dynamic factor model and a structural vector auto-regression model, we show that long-term interest rates in Asia are indeed predominantly driven by global factors. However, monetary policy transmission mechanism remains effective in the region, as it operates predominantly through short-term interest rates. Nevertheless, the monetary transmission mechanism, though effective, is somewhat weaker in Asia during the periods of surges in capital inflows.

Data-Rich DSGE and Dynamic Factor Models

Data-Rich DSGE and Dynamic Factor Models PDF Author: Mr.Maxym Kryshko
Publisher: International Monetary Fund
ISBN: 1463903499
Category : Business & Economics
Languages : en
Pages : 51

Book Description
Dynamic factor models and dynamic stochastic general equilibrium (DSGE) models are widely used for empirical research in macroeconomics. The empirical factor literature argues that the co-movement of large panels of macroeconomic and financial data can be captured by relatively few common unobserved factors. Similarly, the dynamics in DSGE models are often governed by a handful of state variables and exogenous processes such as preference and/or technology shocks. Boivin and Giannoni(2006) combine a DSGE and a factor model into a data-rich DSGE model, in which DSGE states are factors and factor dynamics are subject to DSGE model implied restrictions. We compare a data-richDSGE model with a standard New Keynesian core to an empirical dynamic factor model by estimating both on a rich panel of U.S. macroeconomic and financial data compiled by Stock and Watson (2008).We find that the spaces spanned by the empirical factors and by the data-rich DSGE model states are very close. This proximity allows us to propagate monetary policy and technology innovations in an otherwise non-structural dynamic factor model to obtain predictions for many more series than just a handful of traditional macro variables, including measures of real activity, price indices, labor market indicators, interest rate spreads, money and credit stocks, and exchange rates.

The Effects of US Monetary Policy Shocks

The Effects of US Monetary Policy Shocks PDF Author: Mark Kerssenfischer
Publisher:
ISBN: 9783957293534
Category :
Languages : en
Pages :

Book Description
Dynamic factor models and external instrument identification are two recent advances in the empirical macroeconomic literature. This paper combines the two approaches in order to study the effects of monetary policy shocks. I use this novel framework to re-examine the effects found by Forni and Gambetti (2010, JME) in a recursively-identified DFM. Considering the fundamental differences between the identifying assumptions, the results are overall strikingly similar. Importantly, this finding stands in stark contrast to traditional VAR models, which yield decisively different results in the two identification schemes. This highlights the importance of using extended information sets to properly identify monetary policy shocks.

The Oxford Handbook of Economic Forecasting

The Oxford Handbook of Economic Forecasting PDF Author: Michael P. Clements
Publisher: OUP USA
ISBN: 0195398645
Category : Business & Economics
Languages : en
Pages : 732

Book Description
Greater data availability has been coupled with developments in statistical theory and economic theory to allow more elaborate and complicated models to be entertained. These include factor models, DSGE models, restricted vector autoregressions, and non-linear models.

Monetary Policy Transmission in Emerging Markets and Developing Economies

Monetary Policy Transmission in Emerging Markets and Developing Economies PDF Author: Mr.Luis Brandao-Marques
Publisher: International Monetary Fund
ISBN: 1513529730
Category : Business & Economics
Languages : en
Pages : 54

Book Description
Central banks in emerging and developing economies (EMDEs) have been modernizing their monetary policy frameworks, often moving toward inflation targeting (IT). However, questions regarding the strength of monetary policy transmission from interest rates to inflation and output have often stalled progress. We conduct a novel empirical analysis using Jordà’s (2005) approach for 40 EMDEs to shed a light on monetary transmission in these countries. We find that interest rate hikes reduce output growth and inflation, once we explicitly account for the behavior of the exchange rate. Having a modern monetary policy framework—adopting IT and independent and transparent central banks—matters more for monetary transmission than financial development.

One Money, Many Markets: Monetary Transmission and Housing Financing in the Euro Area

One Money, Many Markets: Monetary Transmission and Housing Financing in the Euro Area PDF Author: Giancarlo Corsetti
Publisher: International Monetary Fund
ISBN: 1513548743
Category : Business & Economics
Languages : en
Pages : 63

Book Description
We study the transmission of monetary shocks across euro-area countries using a dynamic factor model and high-frequency identification. We develop a methodology to assess the degree of heterogeneity, which we find to be low in financial variables and output, but significant in consumption, consumer prices, and variables related to local housing and labor markets. Building a small open economy model featuring a housing sector and calibrating it to Spain, we show that varying the share of adjustable-rate mortgages and loan-to-value ratios explains up to one-third of the cross-country heterogeneity in the responses of output and private consumption.

Estimating U.S. Monetary Policy Shocks Using a Factor-augmented Vector Autoregression

Estimating U.S. Monetary Policy Shocks Using a Factor-augmented Vector Autoregression PDF Author: Lasse Bork
Publisher:
ISBN:
Category :
Languages : en
Pages :

Book Description


Monetary Transmission Mechanism in the East African Community

Monetary Transmission Mechanism in the East African Community PDF Author: Mr.Hamid Reza Davoodi
Publisher: International Monetary Fund
ISBN: 1475553498
Category : Business & Economics
Languages : en
Pages : 59

Book Description
Do changes in monetary policy affect inflation and output in the East African Community (EAC)? We find that (i) Monetary Transmission Mechanism (MTM) tends to be generally weak when using standard statistical inferences, but somewhat strong when using non-standard inference methods; (ii) when MTM is present, the precise transmission channels and their importance differ across countries; and (iii) reserve money and the policy rate, two frequently used instruments of monetary policy, sometimes move in directions that exert offsetting expansionary and contractionary effects on inflation—posing challenges to harmonization of monetary policies across the EAC and transition to a future East African Monetary Union. The paper offers some suggestions for strengthening the MTM in the EAC.