Research Article

Nickel Price Forecast Based on the LSTM Neural Network Optimized by the Improved PSO Algorithm

Table 1

The results of two ADF tests.

Test itemTest result of original sequenceTest result of processed sequence

Test statistic value−2.2601036330998725−8.7048239142842423
-value0.185158245474093870.00000000000003725
Critical value (1%)−3.4786478891750301−3.4765979175374011
Critical value (5%)−2.8827217656441682−2.8818291230495543
Critical value (10%)−2.5780653266120561−2.5775887982253085