The Kaplan-Meier estimator is a non-parametric statistic used to estimate the survival function from lifetime data. In the context of cancer research, it is a valuable tool for analyzing the efficacy of treatments and understanding patient prognosis. It provides a way to visualize the fraction of patients living for a certain amount of time after treatment.