The Stress-Life Method, also known as the S-N method, is a fatigue analysis approach used to predict the life of a material under cyclic loading by correlating stress amplitude with the number of cycles to failure. It is particularly useful for high-cycle fatigue scenarios where the material experiences elastic deformation and is characterized by the S-N curve obtained from experimental data.