Same problem, after password is entered, the download for the app flickers on the screen, then it just vanishes and nothing happens. It leaves you at home screen with no new application installed.
I have installed many apps previously. I even deleted a few apps and photos thinking perhaps I was out of space. That didn't help.
Is there a way to contact Apple with this issue?