A weakly informative default prior distribution for logistic and other regression models

Andrew Gelman, Aleks Jakulin, Maria Grazia Pittau +1

We propose a new prior distribution for classical (nonhierarchical) logistic regression models, constructed by first scaling all nonbinary variables to have mean 0 and standard dev…