Analysis scripts are crucial because they ensure reproducibility and transparency in epidemiological research. By using scripts, researchers can document every step of their data analysis process, making it easier to verify results and replicate studies. Additionally, scripts facilitate the handling of large datasets, allowing for more efficient and accurate data processing.