QS Test for seasonality
The QS test is a variant of the Ljung-Box test computed on seasonal lags, where we only consider positive auto-correlations
More exactly,
\[qs=n \left(n+2\right)\sum_{i=1}^k\frac{\left[ \max \left(0, \hat\gamma_{i \cdot l}\right)\right]^2}{n-i \cdot l}\]The current implementation still considers that the statistics is distributed as a \(\chi \left(k\right)\) even if it is obvioulsly incorrect.
Example of how results are displayed:
