Crude oil price analysis and forecasting using wavelet decomposed ensemble model

► Wavelet analysis is introduced to analyze multiscale market microstructure. ► Mixture of data components is modeled with multiscale specifications and parameters. ► Simple averaging ensemble method is used to obtain market consensus forecasts. ► Short term prediction accuracy can be improved with micro market information. ► Forecasts results are superior and more stable in the crude oil markets.