Epidemiological data analysis involves complex statistical methods to interpret health data. Platforms like R and SAS provide a wide array of statistical tools and packages to perform regression analysis, survival analysis, and time-series analysis. These tools help in identifying risk factors, disease patterns, and outcomes. SPSS offers an intuitive interface for performing similar analyses, making it accessible for users with limited programming skills.