A similar explanation. A straight wing with no dihedral, will not have much of a change in lift on the low wing during a sideslip, so it will not have the increase in drag to yaw it into the relative airflow.

To summarise. Any of the design features that increases the static lateral stability, by increasing the lift on the low wing, will add to the static directional stability.