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We develop a dynamic factor model with time-varying factor loadings and stochastic volatility in both the latent factors and idiosyncratic components. We employ this new measurement tool to study the evolution of international business cycles in the post-Bretton Woods period, using a panel of...
Persistent link: https://www.econbiz.de/10012724268
We analyze cyclical co-movement in credit, house prices, equity prices, and long-term interest rates across 17 advanced economies. Using a time-varying multi-level dynamic factor model and more than 130 years of data, we analyze the dynamics of co-movement at different levels of aggregation and...
Persistent link: https://www.econbiz.de/10011987786
The authors analyze cyclical co-movement in credit, house prices, equity prices, and long-term interest rates across 17 advanced economies. Using a time-varying multi-level dynamic factor model and more than 130 years of data, they analyze the dynamics of co-movement and compare recent...
Persistent link: https://www.econbiz.de/10011992406
We investigate the presence of international business cycles in macroeconomic aggregates (output, consumption, investment) using a panel of 60 countries over the period 1961 - 2014. The paper presents a Bayesian stochastic factor selection approach for dynamic factor models with predetermined...
Persistent link: https://www.econbiz.de/10011556201
We develop a multivariate dynamic factor model that exploits euro area country-specific information on output and inflation for estimating an area-wide measure of the output gap. In the proposed multi-country framework we moreover allow for flexible stochastic volatility (SV) specifications for...
Persistent link: https://www.econbiz.de/10011806537
This paper proposes a new model-based method to obtain a coincident indicator for the business cycle. A dynamic factor model with trend components and a common cycle component is considered which can be estimated using standard maximum likelihood methods. The multivariate unobserved components...
Persistent link: https://www.econbiz.de/10011334364
We develop a framework for measuring and monitoring business cycles in real time. Following a long tradition in macroeconometrics, inference is based on a variety of indicators of economic activity, treated as imperfect measures of an underlying index of business cycle conditions. We extend...
Persistent link: https://www.econbiz.de/10013016899
Commission proposes a production function methodology that involves the estimation of two classes of Gaussian state space models … unobserved component models and offers frequentist as well as Bayesian estimation techniques. Additional functionalities include … preparation, model specification, and estimation processes using RGAP. …
Persistent link: https://www.econbiz.de/10013256541
We propose a multivariate Bayesian state space model to identify potential growth and the output gap consistent with the dynamics of the underlying production sectors of the economy and those of inflation and the labor market. Our approach allows us to decompose economic fluctuations and...
Persistent link: https://www.econbiz.de/10014427292
Over the last decades, the estimation of the slack in the economy has become an essential piece of analysis for … policymakers, both on the monetary policy and the fiscal policy front. Output gap estimation techniques have flourished accordingly …
Persistent link: https://www.econbiz.de/10011967415