I am currently checking for independence on the characteristics of the finger, based on gender, finger and hand. My lecturer recommended using anova test, but how do you implement it on outputs that are alphanumeric? Are there more appropriate tests? I have used the chi squared test for testing independence of genders and hands seperately but was told it was not appropriate. Could someone explain why? Any resources for any recommendations would be greatly appreciated.