The United States Department of Education considers a student dependent until the age of 24 except in certain circumstances. Not being claimed as a dependent upon a parent's tax return does not in and of itself indicate independent status.
The only reasons you may be considered independent for financial aid purposes are:
In rare cases, a financial aid officer can change a student's dependency status to independent. This process requires extensive documentation and consultation with the Director of Financial Aid.