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become tighter. We use quantile regression and the skewed t-distribution and evaluate the forecasting properties of models …
Persistent link: https://www.econbiz.de/10012241245
In this paper, we consider whether differences in the forecast performance of ECB SPF respondents reflect ability or chance. Although differences in performance metrics sometimes appear substantial, it is challenging to determine whether they reflect ex ante skill or other factors impacting ex...
Persistent link: https://www.econbiz.de/10012156473
We provide a versatile nowcasting toolbox that supports three model classes (dynamic factor models, large Bayesian VAR, bridge equations) and offers methods to manage data selection and adjust for Covid-19 observations. The toolbox aims at simplifying two key tasks: creating new nowcasting...
Persistent link: https://www.econbiz.de/10015179785
as a pseudo real time forecasting exercise, i.e. due account is taken of the pattern of available monthly variables over …
Persistent link: https://www.econbiz.de/10003825975
We propose a Bayesian VAR model with stochastic volatility and time varying skewness to estimate the degree of labour at risk in the euro area and in the United States. We model the asymmetry of the shocks to changes in the unemployment rate as a function of real activity and financial risk...
Persistent link: https://www.econbiz.de/10014362647
) specifications and survey forecasts by optimally exploiting their properties. To do that, it compares the forecasting performance of …-term forecast horizons using both univariate and multivariate forecasting metrics. Results show that the Survey of Professional …
Persistent link: https://www.econbiz.de/10012507233
decomposing disposable income into labour, property and transfer income is essential for understanding and forecasting consumption …
Persistent link: https://www.econbiz.de/10012135921
We propose an empirical framework to measure the degree of weakness of the global economy in real-time. It relies on nonlinear factor models designed to infer recessionary episodes of heterogeneous deepness, and fitted to the largest advanced economies (U.S., Euro Area, Japan, U.K., Canada and...
Persistent link: https://www.econbiz.de/10012181293
across different horizons and real-time datasets. To further improve performances when forecasting with machine learning, we …
Persistent link: https://www.econbiz.de/10014362630
In 1936, John Maynard Keynes proposed that emotions and instincts are pivotal in decision-making, particularly for investors. Both positive and negative moods can influence judgments and decisions, extending to economic and financial choices. Intuitions, emotional states, and biases...
Persistent link: https://www.econbiz.de/10015179749