Scenario: Is there a relationship between test scores (X) and presentation type (Y)? Test scores were quantified using the % correct. Students were able to choose the presentation type of their test they could take the test online or in-person. Question: What is the most appropriate statistical test to conduct given this scenario?

Pearson's r correlation

Spearman correlation

Point Biserial correlation

Phi correlation