We study how retailers can use data aggregation and clustering to improve demand prediction. High accuracy in demand … retail setting involves predicting demand for hundreds of items simultaneously. Although some items have a large amount of …. DAC allows us to predict demand while optimally identifying the features that should be estimated at the (i) item, (ii …