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with simulations. Two examples based on European unemployment and inflation series are used to illustrate the virtue of the …
Persistent link: https://www.econbiz.de/10003966437
Mixed-data sampling (MIDAS) regressions allow to estimate dynamic equations that explain a low-frequency variable by … the estimation approach. A real-time application to the relationship between daily corporate bond spreads and quarterly …
Persistent link: https://www.econbiz.de/10010481353
This paper uses fractional integration and cointegration methods to analyse the determinants of the amount of loans provided to non-financial corporations (NFCs) during the last three decades in four Eurozone countries, namely Germany, France, Italy and Spain. More specifically, ARFIMA...
Persistent link: https://www.econbiz.de/10012310523
In this paper, we used the GARCH (1,1) and GARCH-M (1,1) models to investigate volatility and persistence at daily frequency for European and US financial markets. In the study we included fourteen stock indices (twelve Europeans and two Americans), during March 2013 - January 2017. The results...
Persistent link: https://www.econbiz.de/10011964941
The ability of Google Trends data to forecast the number of new daily cases and deaths of COVID-19 is examined using a dataset of 158 countries. The analysis includes the computations of lag correlations between confirmed cases and Google data, Granger causality tests, and an out-of-sample...
Persistent link: https://www.econbiz.de/10012826063
This paper addresses the poor performance of the Expectation-Maximization (EM) algorithm in the estimation of low … estimation accuracy. Modestly increasing the noise level also accelerates convergence. A nowcasting exercise of euro area GDP …
Persistent link: https://www.econbiz.de/10014249849
We adopt an unobserved components time series model to extract financial cycles for the United States and the five largest euro area countries over the period 1970 to 2014. We find that credit, the credit-to-GDP ratio and house prices have medium-term cycles which share a few common statistical...
Persistent link: https://www.econbiz.de/10011456728
World economies, and especially European ones, have become strongly interconnected in the last decades and a joint modelling is required. We propose here the use of Copulas to build flexible multivariate distributions, since they allow for a rich dependence structure and more flexible marginal...
Persistent link: https://www.econbiz.de/10010343909
Persistent link: https://www.econbiz.de/10001503758
A two-regime self-exciting threshold autoregressive process is estimated for quarterly aggregate GDP of the fifteen countries that compose the European Union, and the forecasts from this nonlinear model are compared, by means of a Monte Carlo simulation, with those from a simple autoregressive...
Persistent link: https://www.econbiz.de/10009714284