I am reporting as single. I earned a little less than 15,000 last year. Why is the federal income tax withheld box on my W-2 FORM left blank?

Because your employer didn't withhold Fed tax. Do you see Fed tax being withheld on your pay stubs? If so, then a mistake was made and you need your employer to reissue the W2. Talk to your payroll department.