Ground plane has low impedance or inductance? This causes no ground bounce?
In a ground plane, the most prominent contributors to the impedance are the inductance and the capacitance. In most cases the sheet resistance is low enough to be not mentioned.

Inductance is the only one with a contribution that increases the impedance when it increases, therefore these terms are cited interchangeably pretty often.  

I think when one is using ground planes, albeit inaccurate, it is not a dire mistake to call it an inductance of a plane. 

A conducting plane can be modeled as inductors that are woven together on a 2D lattice, and capacitors that connect the nodes formed by pair of inductors to a reference node. (Being not pedantic, lets call this the "real ground") 

What creates a bounce is the EMF generated by the current that is trying to flow through this lattice of inductors. Higher the inductance, higher the bounce.