In my study i have two groups of newborns: one group with Hemodinamically significant PDA(HSPDA)labeled 1 and one group with non-hemodinamically significant PDA(nHSPDA) labeled 0.
Each of these groups has a set of tests(like blood Ph, sugar blood levels etc) and the data is ordinal(ph of 7.27, sugar blood of 100 etc). The tests are dependent on wether the PDA is significant or not.
Which test do i apply to see if there is a correlation between the resuslts of a certain test and the presence of a significant PDA? Do i just compare the test results between the groups?