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I evaluate the out-of-sample forecasting performance of five models of Chinese and Indian energy consumption. The results are mixed, but in general the auto-regressive distributed lag and unobserved components models perform the best over multiple evaluation criteria. I then use these two models...
Persistent link: https://www.econbiz.de/10011114340
In this paper we assess the short-term forecasting power of different time series models in the electricity spot market. We calibrate autoregression (AR) models, including specifications with a fundamental (exogenous) variable - system load, to California Power Exchange (CalPX) system spot...
Persistent link: https://www.econbiz.de/10008562598
and other (industrial and services sectors) blocks. The model key role is to forecast energy consumption by separate …
Persistent link: https://www.econbiz.de/10008568622
This paper investigates whether structural breaks and long memory are relevant features in modeling and forecasting the conditional volatility of oil spot and futures prices using three GARCH-type models, i.e., linear GARCH, GARCH with structural breaks and FIGARCH. By relying on a modified...
Persistent link: https://www.econbiz.de/10008738797
This empirical paper is a continuation of our earlier work on time series forecasting of day-ahead electricity prices. Given the controversy in the literature whether to use one large model across all hours or 24 separate models, we study if the model structure (and not only the coefficients)...
Persistent link: https://www.econbiz.de/10009003615
We investigate the forecasting power of different time series models for electricity spot prices. The models include different specifications of linear autoregressive time series with heteroscedastic noise and/or additional fundamental variables and non-linear regime-switching TAR-type models....
Persistent link: https://www.econbiz.de/10009003617
and other (industrial and services sectors) blocks. The model key role is to forecast energy consumption by separate …
Persistent link: https://www.econbiz.de/10008645071
Market-based instruments have gradually become a significant tool of environmental policy in central European countries. By using the structural macroeconometric E3ME model the authors compare two alternative green tax based policy frameworks in the Czech Republic. While the first imposes a tax...
Persistent link: https://www.econbiz.de/10008509491
care is required in order to achieve these forecast improvements. Rich multivariate models are needed to exploit the …, shrinkage and forecast combinations. …
Persistent link: https://www.econbiz.de/10011257447
and other (industrial and services sectors) blocks. The model key role is to forecast energy consumption by separate …
Persistent link: https://www.econbiz.de/10011258382