Data Science, Machine Learning, Causal Inference, Netflix, Technology.
LTV. To overcome the lack of data for off Netflix members, we use an approach based on Markov chains that recovers off Netflix LTV from minimal data on non-subscriber transitions between being a subscriber and canceling over time. Through Markov chains we can estimate the incremental value of a