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ABSTRACT
In this study, we explore the power and importance of log-rank statistics in survival analysis. Our research not only enhances our understanding and implementation of this statistical method, but also sparks curiosity for future investigations. The applications of log-rank statistics are vast and diverse, extending beyond disciplinary boundaries and providing valuable insights into the complexities of survival phenomena. From life-saving clinical trials to bolstering technological advancements, log-rank statistics have a profound and far-reaching impact.