Abstract The radial velocity method of exoplanet detection has led to some fantastic discoveries of planets outside our solar system. But the hunt for true Earth analogues is hampered by noisy data from stars. Jessi Cisewski outlines the challenge, and how statisticians and statistically savvy astronomers are trying to help