Survival Analysis
Understanding how long it takes for an event to occur is important for many applications. For predictive maintenance, for example, we want to know which pieces of hardware have the shortest time until failure. For customer support, how long until new tickets are resolved? Survival analysis, also known as time-to-event modeling, duration analysis, and reliability analysis, is the family of tools that help us answer these kinds of questions.