Yes you should estimate your full tax liability, including your self employment tax which is made up of Social Security and Medicare taxes, and send that full payment to the IRS quarterly. The self-employment tax is an additional 15.3% on top of your regular income tax. When you file your return, your return will show the amount of your payments that are allocated to self employment tax.
