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We investigate the probability forecasting performance of a three-regime dynamic ordered probit model framework …-parametric dating algorithm for the identification of these three phases. We compare the pseudo-out-of-sample forecasting skills of an …-Operating-Characteristic (ROC) Kurve sowie zwei dazugehörige statistische Maße berechnet. …
Persistent link: https://www.econbiz.de/10011772057
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and assess relative model performance based on the receiver operating characteristic (ROC) curve. While the Treasury term … significantly improve the precision of recession predictions, especially at horizons further out than one year. …
Persistent link: https://www.econbiz.de/10010404520
We have studied the relationship between Receiver Operating Characteristics (ROC) and Precision-Recall Curve (PRC) both … ROC and inverted precision in PRC are analogous concepts, and their difference is determined by the interaction of sample … quantify the extent to which ROC could be exaggerating the true predictive value of the yield curve in predicting recessions. …
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variables compared to standard, univariate, forecasting methods. We evaluate the impact of using combined information in the …
Persistent link: https://www.econbiz.de/10015386812
variables or which ones to use. The results of a recursive forecasting exercise reveal a statistically significant increase in …
Persistent link: https://www.econbiz.de/10012612549
improves the forecasting of the aggregated series compared to using the aggregated series alone. We used econometric techniques …-horizon Superior Predictive Ability (uSPA) tests, used to select the best forecasting model by combining different horizons. Our sample … forecasting horizons that are more than one month ahead using the mean square error, and the aggregated ETS has better forecasting …
Persistent link: https://www.econbiz.de/10013355068
forecasting macroeconomic key variables such as GDP. However, the DFM has some weaknesses. For nowcasting, the dynamic factor … on euro-area data show that the now- and forecasting performance of our new model is superior to that of the subset …
Persistent link: https://www.econbiz.de/10011566828
Motivated by the Basel 3 regulations, recent studies have considered joint forecasts of Value-at-Risk and Expected Shortfall. A large family of scoring functions can be used to evaluate forecast performance in this context. However, little intuitive or empirical guidance is currently available,...
Persistent link: https://www.econbiz.de/10011663466
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