Yeah the games are most likely on your phone, but hidden.
First try this:
Go to Settings>General>Restrictions>Enable Restrictions
Create a passcode and confirm it.
Now Disable Restrictions. (and confirm your passcode).
So basically you just Enable restrictions, then disable them again.
Return to your home screen. Are the missing games visible again?