Yule (1926) introduced the concept of spurious or nonsense correlation, and showed by simulation that for some … distinguish between empirical and population correlation coefficients and show in a bivariate autoregressive model for … nonstationary variables that the empirical correlation and regression coefficients do not converge to the relevant population values …

There are simple well-known conditions for the validity of regression and correlation as statistical tools. We analyse …