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We investigate forecasting in models that condition on variables for which future values are unknown. We consider the … is extended by allowing for a structural break, either in the first forecast period or just before. Theoretical results … simulation experiment. The results show that the trade-off for selecting variables in forecasting models in a stationary world …
Persistent link: https://www.econbiz.de/10012593995
variables compared to standard, univariate, forecasting methods. We evaluate the impact of using combined information in the …
Persistent link: https://www.econbiz.de/10015386812
vector regression (SVR) model to forecast realized volatility (RV). The first model is a residual-type model, where the RV is … giving different weights to each model. In particular, four volatility models are used in RV forecasting as basic models. For …
Persistent link: https://www.econbiz.de/10014480965
financial index price forecasting. …
Persistent link: https://www.econbiz.de/10014497016
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model is demonstrated by analyzing the pre- and post-financial crisis periods for forecasting exchange rates. The out …-of-sample forecast results reveal that the best performing model is the symmetric model with no interest rate smoothing, heterogeneous … effective. However, the post-financial crisis period shows that the Taylor rule is ineffective in forecasting exchange rates. In …
Persistent link: https://www.econbiz.de/10012548336
This paper follows the recent literature on real estate price prediction and proposes to take advantage of machine learning techniques to better explain which variables are more important in describing the real estate market evolution. We apply the random forest algorithm on London real estate...
Persistent link: https://www.econbiz.de/10012385136
This study investigates the effects of key economic factors on the median list price and median selling price in the U.S. housing market. Key economic factors such as interest rates, unemployment rates, inflation rates, real gross domestic product, money supply, mortgage rate, Standard & Poor's...
Persistent link: https://www.econbiz.de/10014518021