As part of the NCN OPUS 23 project, I am engaged in researching and developing Bayesian dynamic mixed models for use in forecasting commodity prices. Fluctuations in commodity prices are crucial for the economy and financial markets. I am working on developing methods that will improve the understanding of economic processes and increase the accuracy of market forecasts.