Im working on small size sample (17) . and need to do correlation for alot of prameters my questions is :

-is removing the outliers is the only thing I should do to prepare the my data for doing correlation ? What about the transformation ? when I should use it ?

- What is the best procedure to do correlation if my sample size is (17) and trimming the outliers may affect ?

Many Thanks