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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 exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012258549
-strong factors, and latent weak factors. It focusses on the estimation of ∅k = λk − μk which plays a pivotal role, not only in the … estimation of risk premia but also in tests of market efficiency, where λk and μk are respectively the risk premium and the mean …
Persistent link: https://www.econbiz.de/10013549135
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 exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012825993
distinction between the selection and forecasting stages. We establish three main theorems on selection, estimation post selection …
Persistent link: https://www.econbiz.de/10013308888
establish three main theorems on selection, estimation post selection, and in-sample fit. These theorems provide justification …
Persistent link: https://www.econbiz.de/10014262743
establish three main theorems on selection, estimation post selection, and in-sample fit. These theorems provide justification …
Persistent link: https://www.econbiz.de/10013494088
Forecasts play a central role in decision making under uncertainty. After a brief review of the general issues, this paper considers ways of using high-dimensional data in forecasting. We consider selecting variables from a known active set, known knowns, using Lasso and OCMT, and approximating...
Persistent link: https://www.econbiz.de/10014469011
-run output equation with a coefficient equal to the share of capital (α). The long-run theory is tested using quarterly data on … results support the long-run theory. The existence of long-run relations between real output, foreign output and real oil … steadily over the past three decades, the theory suggests that the effect of oil income on the economy's steady state growth …
Persistent link: https://www.econbiz.de/10013107701
-run output equation with a coefficient equal to the share of capital (α). The long-run theory is tested using quarterly data on … results support the long-run theory. The existence of long-run relations between real output, foreign output and real oil … steadily over the past three decades, the theory suggests that the effect of oil income on the economy’s steady state growth …
Persistent link: https://www.econbiz.de/10013315924
. Building on the forecast combination literature, the paper examines the effects of model and estimation uncertainty on forecast …
Persistent link: https://www.econbiz.de/10010283542