I have 2 sets of simulated particle trajectory data. I'm trying to figure out if they are statistically significantly different. If it's helpful each data set contains x-coordinate, y-coordinate, distance, energy etc. I've tried plotting histogram with x-coordinate1 (continuous) and x-coordinate2 (continuous). In plotting the normal quantile plot I see both data sets aren't Gaussian so I tried mean testing one data set with the hypothesized value of the other data sets mean and checked the Wilcoxon Signed Rank box (I think this is a test to use for non-normal data).
So produced is that t-test and Signed-Rank. Since the signed-ran Prob > |t| statistic is <.0001 than I reject the null that the actual mean is the same as the hypothesized mean. SO, these two means are different, these (at least the x-coordinate data) are statistically different.
Finally my question, does this make sense? Did I use these test correctly? If not, any recommendations? Thank you!