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We analyse the drivers of European Power Exchange (EPEX) retail electricity prices between 2012 and early 2022 using machine learning. The agnostic random forest approach that we use is able to reduce in-sample root mean square errors (RMSEs) by around 50% when compared to a standard linear...
Persistent link: https://www.econbiz.de/10013262773
We have argued that from the standpoint of a policy maker, the uncertainty of using the average forecast is not the … that the uncertainty of the average forecast can be expressed as the disagreement among the forecasters plus the volatility … the conceptually correct benchmark forecast uncertainty. …
Persistent link: https://www.econbiz.de/10011305389
Persistent link: https://www.econbiz.de/10003711763
uncertainty of a combined forecast should be interpreted as that of a typical forecaster randomly drawn from the pool. With a … some previously used measures significantly underestimate the conceptually correct benchmark forecast uncertainty. …
Persistent link: https://www.econbiz.de/10012405456
-switching models, and forecast combination to predict the dynamics in the S&P 500. First, we aggregate the weekly information of 115 …
Persistent link: https://www.econbiz.de/10012416151
This paper examines the main drawbacks of technical analysis. Although this is widely used by practitioners, from an academic perspective it can only be seen as a form of "voodoo finance". In particular, it runs into the following pitfalls: Subjectivity; Doubtful assumptions; Unjustified...
Persistent link: https://www.econbiz.de/10013489574
In the monthly ifo Business Survey around 9,000 German companies answer questions about their current business situation, expectations and plans for the near future as well as on other business variables. This paper provides an overview of all regular questions (monthly, quarterly, bi-annually,...
Persistent link: https://www.econbiz.de/10013170991
forecast and the realization and on the ability to forecast the sign or direction of a time-series that is subject to breaks …
Persistent link: https://www.econbiz.de/10011506213
forecast error of one-step-ahead forecasts, both conditionally and unconditionally and present numerical results for different …
Persistent link: https://www.econbiz.de/10011508088
Bayesian estimation and prediction procedure that allows for the possibility of new breaks over the forecast horizon, taking …
Persistent link: https://www.econbiz.de/10011450047