Maksim Evgenievich Pasechnikov

Modeling consumer demand in retail using machine learning

The retail market is characterised by high volatility, which creates a serious obstacle to accurate demand forecasting. Under such conditions, traditional econometric tools cease to cope, leaving operational planning tasks without a quality solution. The article aims to develop an instrumental approach capable of takin...