Predicting petrol prices in Zambia using machine learning and explainable artificial intelligence under a regulated cost-plus pricing framework
The XAI results indicate that the IOP and the ZMW/US$ exchange rate are the dominant drivers of petrol price predictions, while inflation exhibits a comparatively weaker influence and fiscal variables contribute limited prediction-level variation.
Melanie Maliti, Aaron Zimba
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