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. 2021 Oct 7;113:107946. doi: 10.1016/j.asoc.2021.107946

Table 11.

Friedman test — Holm and Hochberg post hoc tests for RMSE (using proposed method as the control method, α=0.05).

Method Rank z Holm post hoc test
Hochberg post hoc test
Adjusted p-value Null hypothesis Adjusted p-value Null hypothesis
Naïve method 4.3571 3.5868 0.0013 Rejected 0.0174 Rejected
ARIMA 4.5714 3.8492 0.0006 Rejected 0.0174 Rejected
LR 4.1429 3.3243 0.0027 Rejected 0.0174 Rejected
SVR 6.3571 6.0362 0.0000 Rejected 0.0174 Rejected
ELM 3.5714 2.6245 0.0174 Rejected 0.0087 Rejected
LSTM 3.5714 2.6245 0.0174 Rejected 0.0174 Rejected