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October Surprise 2016

How to Check if Time Series Data is Stationary with Python

We could explore statistical significance tests, like the Student t-test, but things get tricky because of the serial correlation between values. In the next section, we will use a statistical test designed to explicitly comment on whether a univariate time series is stationary.