most regression/econometrics texts focus on testing univariate regression assumptions (heteroskedasticity, autocorr, multicolinearity, etc), but how do you actually test if two time series (say monthly gold px, cotton px) are independent? I studied something called a contingency table which is similar to testing pdf using chi-squared, but don't think it can be applied to continuous time series.