...Morvarid Yousefi; Sepideh Nasiri; Yaser Samimi Purpose This study aims to improve the accuracy of customer equity (CE) estimation in complex retail environments by introducing a hybrid framework that integrates machine learning (ML) with Markov Chain modeling, enabling dynamic prediction of CE...