thesis evaluates accuracy of AEO reportsfrom 1982 to 2003. Parameters evaluated are: total energy consumption … used to appraise accuracy of forecasts. I foundthat often underlying parameters used to calculate more aggregate parameters … other and conceal higher error in the underlying parameters. Totalenergy consumption was predicted with higher accuracy than …

market using GMDH and then compare its accuracy with that derived from the traditional prediction method. Design … GMDH model are controlled to investigate their impact on the accuracy of the machine learning approach. Corresponding … with GARCH, GMDH's accuracy is much higher, indicating that the machine learning approach can provide a highly accurate …