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This paper conducts a broad-based comparison of iterated and direct multi-period forecasting approaches applied to both univariate and multivariate models in the form of parsimonious factor-augmented vector autoregressions. To account for serial correlation in the residuals of the multi-period...
Persistent link: https://www.econbiz.de/10014042344
Evaluation of forecast optimality in economics and finance has almost exclusively been conducted on the assumption of … mean squared error loss under which forecasts should be unbiased and forecast errors serially uncorrelated at the single … period horizon with increasing variance as the forecast horizon grows. This paper considers properties of optimal forecasts …
Persistent link: https://www.econbiz.de/10012771004
conditional Sharpe ratio, the latter of which incorporates time-varying volatility in the predictive regression framework … statistical and economic measures of out-of-sample forecast performance. The Sharpe ratio constraint, in particular, results in …
Persistent link: https://www.econbiz.de/10013064939
survey forecasts outperform the best model-based forecasts for a majority of macroeconomic variables and forecast horizons …. We also provide an analysis of the importance of model instability for explaining gains from forecast combination …. Analytical and simulation results uncover break scenarios where forecast combinations outperform the best individual forecasting …
Persistent link: https://www.econbiz.de/10013143378
unemployment rate, only few of the forecast combination schemes are able to outperform the simple equal-weighted average forecast … bias. - Forecast combination ; forecast evaluation ; data snooping ; real-time data ; Survey of Professional Forecasters …
Persistent link: https://www.econbiz.de/10008771791
unemployment rate, only few of the forecast combination schemes are able to outperform the simple equal-weighted average forecast …
Persistent link: https://www.econbiz.de/10013316124
This paper conducts a broad-based comparison of iterated and direct multi-period forecasting approaches applied to both univariate and multivariate models in the form of parsimonious factor-augmented vector autoregressions. To account for serial correlation in the residuals of the multi-period...
Persistent link: https://www.econbiz.de/10008494420
For many benchmark predictor variables, short-horizon return predictability in the U.S. stock market is local in time as short periods with significant predictability (‘pockets') are interspersed with long periods with little or no evidence of return predictability. We document this result...
Persistent link: https://www.econbiz.de/10012899675
Persistent link: https://www.econbiz.de/10011704162
Persistent link: https://www.econbiz.de/10011704952