Welcome to Android Central! I assume you mean that when you tap the Home button (not screen), nothing happens? Does it feel like it clicks all the way down? If you're using an app and press the Home button, it doesn't take you back to the homescreen?
Since it's pretty new, bring it back to the store and ask for a replacement, or contact Samsung for warranty service.