As you read about building a pairs trading strategy there is talk of testing a pair for co-integration and then you learn that they use ADF to do this. However when I looked up tests for co-integration, the ADF test was not on the short list. Rather, an ADF test features under the topic: Testing for a Unit Root.
Topics
