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This paper reports real-time out-of-sample tests of the ability of the U.S. Index Leading Economic Indicators (LEI) to forecast the economy using "composition-changing" "as-published" versions of the LEI. It is an extension of recent work that focused on forecasts with a "composition-constant"...
Persistent link: https://www.econbiz.de/10005001412
This paper introduces a new regression model - Markov-switching mixed data sampling (MS-MIDAS) - that incorporates regime changes in the parameters of the mixed data sampling (MIDAS) models and allows for the use of mixed-frequency data in Markov-switching models. After a discussion of...
Persistent link: https://www.econbiz.de/10008868072
research on detecting and forecasting business cycle turning points. …
Persistent link: https://www.econbiz.de/10009323455
not only simplify the model estimation, but also improve its forecasting performance. We allow the parameters of the MIDAS … large dataset with the help of factor analysis. Monte Carlo experiments and an empirical forecasting comparison carried out … for the U.S. GDP growth show that the models of the MS-UMIDAS class exhibit similar or better nowcasting and forecasting …
Persistent link: https://www.econbiz.de/10010666544
forecasting ability of the spread. Klassifikation: …
Persistent link: https://www.econbiz.de/10009768273
-sensitive extension outperforms the traditional gradient boosting model in both in-sample and out-of-sample forecasting. Among the large … forecasting U.S. recession periods …
Persistent link: https://www.econbiz.de/10012830839
While conditional forecasting has become prevalent both in the academic literature and in practice (e.g., bank stress … testing, scenario forecasting), its applications typically focus on continuous variables. In this paper, we merge elements … from the literature on the construction and implementation of conditional forecasts with the literature on forecasting …
Persistent link: https://www.econbiz.de/10012137102
To match the NBER business cycle features it is necessary to employ Generalised dynamic categorical (GDC) models that impose certain phase restrictions and permit multiple indexes. Theory suggests additional shape restrictions in the form of monotonicity and boundedness of certain transition...
Persistent link: https://www.econbiz.de/10010541670
To match the NBER business cycle features it is necessary to employ Generalised dynamic categorical (GDC) models that impose certain phase restrictions and permit multiple indexes. Theory suggests additional shape restrictions in the form of monotonicity and boundedness of certain transition...
Persistent link: https://www.econbiz.de/10008867252
To match the NBER business cycle features it is necessary to employ Generalised dynamic categorical (GDC) models that impose certain phase restrictions and permit multiple indexes. Theory suggests additional shape restrictions in the form of monotonicity and boundedness of certain transition...
Persistent link: https://www.econbiz.de/10008694507