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-consistent forecasting on a large scale. While the CDFM has a simple structure, its forecasts outperform those of a wide range of competing …
Persistent link: https://www.econbiz.de/10012319589
Persistent link: https://www.econbiz.de/10014288359
This paper presents a novel dynamic factor model for non-stationary data. We begin by constructing a simple dynamic stochastic general equilibrium growth model and show that we can represent and estimate the model using a simple linear-Gaussian (Kalman) filter. Crucially, consistent estimation...
Persistent link: https://www.econbiz.de/10011669132
This paper analyzes the forecasting performance of financial market data in comparison to other indicator groups to … evaluate the forecasting performance using a significance test. In addition, we investigate the stability of forecasting models …-term forecasting, especially for the US and longer forecast horizons. Nevertheless, the results indicate that the Great Recession was …
Persistent link: https://www.econbiz.de/10010529472
encouraging. In a pseudo out-of-sample exercise, our approach beats relevant benchmarks for forecasting CPI inflation and an …
Persistent link: https://www.econbiz.de/10010508347
Macedonia). The models are compared based on the values of ME, RMSE, MAE, MPE, MAPE, MASE and Theil's U for the out … policy is not implemented in the same way and the NNAR models are better for inflation forecasting. …
Persistent link: https://www.econbiz.de/10012939069
product, which in turn are used as an input in the forecasting process. Such forecasts reflect and incorporate the flow of … in a synchronous way. The forecasting power of the dynamic factor model is compared with those of several other models …
Persistent link: https://www.econbiz.de/10012818645
We document the impact of COVID-19 on frequently employed time series models, with a focus on euro area in ation. We show that for both single equation models (Phillips curves) and Vector Autoregressions (VARs) estimated parameters change notably with the pandemic. In a VAR, allowing the errors...
Persistent link: https://www.econbiz.de/10012519429
Monitoring economic conditions in real time, or nowcasting, is among the key tasks routinely performed by economists. Nowcasting entails some key challenges, which also characterise modern Big Data analytics, often referred to as the three "Vs": the large number of time series continuously...
Persistent link: https://www.econbiz.de/10012259379
; (iv) newer generation Phillips curve models with several timevarying features are a promising avenue for forecasting …
Persistent link: https://www.econbiz.de/10012299084