Showing 1 - 8 of 8
European Central Bank (ECB). We show that a quantile regression forest, capturing a general non-linear relationship between …
Persistent link: https://www.econbiz.de/10014374774
European Central Bank (ECB). We show that a quantile regression forest, capturing a general non-linear relationship between …
Persistent link: https://www.econbiz.de/10014343110
A new test for non-linearity in the conditional mean is proposed using functions of the principal components of regressors.  The test extends the non-linearity tests based on Kolmogorov-Gavor polynomials (Thursby and Schmidt, 1977, Tsay, 1986, and Terasvirta, Lin and Granger, 1993), but...
Persistent link: https://www.econbiz.de/10008519524
A new test for non-linearity is developed using weighted combinations of regressor powers based on the eigenvectors of the variance-covariance matrix. The test extends the ingenious test for heteroskedasticity proposed by White (1980), but both circumvents problems of high dimensionality and...
Persistent link: https://www.econbiz.de/10005047721
Financial shocks generate a protracted and quantitatively important effect on real economic activity and financial markets only if the shocks are both negative and large. Otherwise, their role is quite modest. Financial shocks have become more important for economic fluctuations after the 2000...
Persistent link: https://www.econbiz.de/10013373833
Financial shocks generate a protracted and quantitatively important effect on real economic activity and financial markets only if the shocks are both negative and large. Otherwise, their role is quite modest. Financial shocks have become more important for economic fluctuations after the 2000...
Persistent link: https://www.econbiz.de/10013207315
This study investigates the relationship between the euro-dollar exchange rate and its underlying fundamentals by adopting non-linear time series modelling. We found that this relationship is episodically unstable. We also found that an equilibrium-distorting shock is likely to have a greater...
Persistent link: https://www.econbiz.de/10005135269
This study investigates the relationship between the female labour force participation and the female employment rate in Italy by adopting non-linear econometric modelling. In our specification we are unable to reject a nonlinear relationship. This implies that the discouraged worker effect is...
Persistent link: https://www.econbiz.de/10005176515