Showing 1 - 10 of 18
This paper considers factor forecasting with national versus factor forecasting withinternational data. We forecast … estimation using targeted predictors following Bai and Ng [Forecasting economic time series using targeted predictors, Journal of … Econometrics 146 (2008), 304-317]. The results are as follows: Forecasting without data preselection favours the use of German data …
Persistent link: https://www.econbiz.de/10010298757
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability …. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or … variable selection and forecasting stages. In this study, we investigate whether or not we should use weighted observations at …
Persistent link: https://www.econbiz.de/10012269545
We compare the forecasting performances of the classical and the Minnesota-type Bayesian vector autoregressive (VAR … algorithm for variable selection, estimated using Markov Chain Monte Carlo methods. In this regard, we analyze the forecasting … the linear fixed coefficients classical VAR. However, we do not observe marked gains in forecasting power across the …
Persistent link: https://www.econbiz.de/10009369165
Forecasts from dynamic factor models potentially benefit from refining the data set by eliminating uninformative series. The paper proposes to use prediction weights as provided by the factor model itself for this purpose. Monte Carlo simulations and an empirical application to short-term...
Persistent link: https://www.econbiz.de/10011605938
This paper considers factor forecasting with national versus factor forecasting withinternational data. We forecast … estimation using targeted predictors following Bai and Ng [Forecasting economic time series using targeted predictors, Journal of … Econometrics 146 (2008), 304-317]. The results are as follows: Forecasting without data preselection favours the use of German data …
Persistent link: https://www.econbiz.de/10005083295
– 2010 I exhaustively evaluate the forecasting properties of Bayesian shrinkage in regressions with many predictors. Results …
Persistent link: https://www.econbiz.de/10010610451
is assessed in forecasting three major macroeconomic time series of the UK economy. Databased restrictions of VAR … coefficients can help improve upon their unrestricted counterparts in forecasting, and in many cases they compare favorably to …
Persistent link: https://www.econbiz.de/10010610485
– 2010 I exhaustively evaluate the forecasting properties of Bayesian shrinkage in regressions with many predictors. Results …
Persistent link: https://www.econbiz.de/10009000949
This paper develops methods for automatic selection of variables in forecasting Bayesian vector autoregressions (VARs … Carlo experiment, and in forecasting 4 macroeconomic series of the UK using time-varying parameters vector autoregressions … (TVP-VARs). Restricted models consistently improve upon their unrestricted counterparts in forecasting, showing the merits …
Persistent link: https://www.econbiz.de/10008593003
is assessed in forecasting three major macroeconomic time series of the UK economy. Data-based restrictions of VAR … coefficients can help improve upon their unrestricted counterparts in forecasting, and in many cases they compare favorably to …
Persistent link: https://www.econbiz.de/10008764097