Survival (immortal time) bias arises from misanalyzing time-dependent events, creating artificial periods of immunity. Landmark analysis addresses this by resetting analysis time at specified points and comparing only survivors, ensuring fair comparison. The Stata package sts_graph_landmark implements this approach.