The heterogeneity of cancer necessitates sophisticated statistical methods to analyze and interpret data accurately. Techniques such as stratified analysis, multivariate analysis, and machine learning are employed to account for and understand the diverse characteristics of cancer subtypes. These methods help in identifying patterns and making more personalized treatment recommendations.