Do the federal anti-discrimination statutes apply to all employers?

No.  Title VII of the Civil Rights Act of 1991, which is the primary discrimination statute, and the Americans with Disabilities Act apply to employers with more than 15 employees.  The Age Discrimination in Employment Act applies to employers with 20 or more employees.