5 real case studies: Linear regression in e-commerce sales.

Lee, S. (2025, March 19). 5 real case studies: Linear regression in e-commerce sales. Number Analytics.

 This technical report examines the practical application of linear regression models within e-commerce. Through five distinct case studies, Lee demonstrates how businesses utilize statistical modeling to forecast sales volumes and optimize inventory levels. Each case study provides a breakdown of variable selection and model training. The source emphasizes the importance of data cleaning. It serves as a foundational guide for implementing predictive analytics in a retail environment.