Joint posterior distributions of the Beta distribution hyperparameters α and β for the full sample of warm Jupiters. Left: the warm Jupiter underlying eccentricity distribution modeled with a truncated Gaussian hyperprior. Right: the warm Jupiter underlying eccentricity distribution modeled with a log-uniform hyperprior.