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The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...
Persistent link: https://www.econbiz.de/10013085278
The use of large datasets for macroeconomic forecasting has received a great deal of interest recently. Boosting is one possible method of using high-dimensional data for this purpose. It is a stage-wise additive modelling procedure, which, in a linear specification, becomes a variable selection...
Persistent link: https://www.econbiz.de/10009721997
The United States has turned into an anarchic Hobbesian in part triggered by; weakening dollar's natural pull as the main reserve currency; China's massive foreign reserves; fast rise of the renminbi; the failure attempts to dismantle gold and its readiness to reclaim a monetary role at the...
Persistent link: https://www.econbiz.de/10012837594
Today, the problem facing the United States is not whether cryptocurrencies are money or “thin air,” Iran's nuclear ambition, or COVID-19 induced recession; it is China's fast acceleration in becoming a game changer in the world order that the U.S. has dominated for more than a century....
Persistent link: https://www.econbiz.de/10012825152
This paper explores the potential of Business Survey data for the estimation and disaggregation of macroeconomic variables at higher frequency. We propose a multivariate approach which is an extension of the Stock and Watson (1991) dynamic factor model, considering more than one common factor...
Persistent link: https://www.econbiz.de/10013159077
Persistent link: https://www.econbiz.de/10010394237
This paper studies the role of confidence in the transmission of uncertainty shocks during U.S. recessions. I use smooth-transition VAR to examine the regime-dependent effect of uncertainty shocks, and a counterfactual decomposition to isolate the role of confidence when the economy is in...
Persistent link: https://www.econbiz.de/10013002329
This paper studies the macroeconomic effects of uncertainty shocks with an emphasis on the interaction between elevated uncertainty and credit market conditions when the economy is in different regimes (recessions vs. non-recessions). We use a smooth-transition factor-augmented vector...
Persistent link: https://www.econbiz.de/10013003975
The growth of wholesale-funded credit intermediation has motivated liquidity regulations. We analyze a dynamic stochastic general equilibrium model in which liquidity and capital regulations interact with the supply of risk-free assets. In the model, the endogenously time-varying tightness of...
Persistent link: https://www.econbiz.de/10010227269
After the destructive impact of the global financial crisis of 2008, many believe that pre-crisis financial market regulation did not take the "big picture" of the system suffciently into account and, subsequently, financial supervision mainly "missed the forest for the trees". As a result, the...
Persistent link: https://www.econbiz.de/10011477338