Machine Learning, Time Series Analysis, Support Vector Machine, Gaussian Process, Kernel Methods.
assumption is incorrect, or that the diffusion assumption is correct but the null hypothesis (e.g. the presence of a unit root) is false. The statistical test by itself is inconclusive about which scenario holds. Fact II. You can’t learn nonstationarity. Another common misconception is that one can