#data-structures

A Beginner’s Guide to Channel Attribution Modeling in Marketing Using Markov Chains

Introduction In today’s digital-first economy, customers rarely make purchase decisions after a single interaction. Instead, they move through a complex web of touchpoints—search engines, social media, review sites, emails, physical stores, and peer ...