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Table 4 Results of ADF test for stationarity 2000 to 2021 data

From: Effects of crude oil prices on copper and maize prices

 

With constant

With constant and trend

Without constant and trend

t-statistic (p value)

t-statistic (p value)

t-statistic (p value)

LOG_MAIZE

− 1.572 (0.4955)

− 2.0804 (0.5538)

0.8585 (0.8947)

LOG_COPPER

− 1.6859 (0.4372)

− 2.0531 (0.5690)

0.8882 (0.8995)

LOG_CRUDE_OIL

− 2.2859 (0.1773)

− 2.3329 (0.4142)

0.2805 (0.7665)

d(LOG_MAIZE)

− 3.2940** (0.0162)

− 3.2537* (0.0765)

− 3.1854*** (0.0015)

d(LOG_COPPER)

− 10.1516*** (0.0000)

− 10.1394*** (0.0000)

− 10.1017*** (0.0000)

d(LOG_CRUDE_OIL)

− 10.623*** (0.0000)

− 10.6157*** (0.0000)

− 10.6228*** (0.0000)

Result

I(1)

I(1)

I(1)

  1. (***, **, *) Significant at 1%, 5% and 10% level, respectively. If t value is without *not significant, b: lag length based on AIC, probability based on MacKinnon [25] one-sided p values. I(1) integrated of order 1