I have two questions, which a sample of people answer. Suppose the answer to the first question has 5 possible categories each of which has a normal distribution, the corresponding random variables are , the second question has 4 possible categories each of which has also a normal distribution, the corresponding random variables are .

How can I estimate the correlation between each and , i=1...5, j = 1...4?