The intensity function is a crucial concept that represents the instantaneous rate of occurrence of an event, particularly in the context of survival analysis and hazard functions. It quantifies how likely an event, such as failure or death, is to happen at a given time, conditional on survival up to that time. This function is deeply connected to both the survival function and the hazard function, illustrating the relationship between the likelihood of surviving and the risk of experiencing the event over time.
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