De-trending variables algorithm

function that make all time series stationary, and return number of differencing for each one

現在この提出コンテンツをフォロー中です。

This function uses as input a matrix whose column are different time series. Than it controls for each one if they are stationary or not, using an augmented Dickey-Fuller test for unit root. if the test fails and some variables follow a stationary trend, then the algorithm works on differences until the variable became stationary. Moreover there is a vector "counter", which says how many time the difference has been performed.
Differerencing is obtained by taking log-differences

引用

raffaele (2026). De-trending variables algorithm (https://jp.mathworks.com/matlabcentral/fileexchange/52009-de-trending-variables-algorithm), MATLAB Central File Exchange. に取得済み.

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