I am writing a research paper. My hypothesis is, "female students experience higher levels of stress than male students." My teacher is asking me to identify which out of these three tests are most appropriate for my hypothesis:

correlation independent samples t-test dependent samples t-test

I'm thinking the correct answer is an independent samples T-test but I would love some clarification.

I'd love some help here, Thank you!