Before revision:  We find that , within realistic parameters, our model identifies a significant portion of the actual failed banks from the FDIC failed bank database from 2008 to 2011.
After revision:  We find that our model efficiently identifies a significant portion of the actual failed banks from the FDIC failed bank database from 2008 to 2011.