I want to remove credit card information from Play Store Please let me know how can I change my credit card information that I entered when I set up the Play Store.
Go to payments.google.com, sign in with the same account you used to set up the Play Store, select Payment Methods, click the Edit or Remove link next to the card you want to edit/delete 

For more info, refer to the Google Payments Help Center