Today we will start the part of the course on the tests, with an introduction with non-parametric tests. In line with what has been done so far, we will speak of law adjustment tests, but also more diverse tests, such as independence tests (between successive observations). The most classical test is the sign test. The idea is to look at and then count the number of times (positive difference) and the number of times (negative difference). (...