You can only unpublish an app and it will no longer appear in the store.
To unpublish your app on the Google Play store:
- Go to https://market.android.com/publish/Home, and log in to your Google Play account.
- Click on the application you want to delete.
- Click on the Store Presence menu, and click the “Pricing and Distribution” item.
- Click Unpublish