Yes. This happens when an App is pulled from the store...If you want to hold on to it don't delete it as it will no longer appear in your library in the purchases section. Apple and DEVS do pull things from time to time, sometimes because a new version is available, sometimes for other reasons.. A DEV might remove an app due to poor uptake etc.