Gelman, Andrew; Jakulin, Aleks; Su, Yu-Sung; Pittau, M. … - 2011
We propose a new prior distribution for classical (non-hierarchical) logistic regression models, constructed by first scaling all nonbinary variables to have mean 0 and standard deviation 0.5, and then placing independent Student-t prior distributions on the coefficients. As a default choice, we...