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. 2023 Nov 10;9(11):e22140. doi: 10.1016/j.heliyon.2023.e22140

Table 11.

Long- and short-run Granger causality test.

Null Hypothesis Obs. Lags Coefficient Prob.

Long-run
Average Temperature does not Granger cause Maize Production 31 1 0.025 0.003***
Carbon dioxide does not Granger cause Maize Production 31 1 0.068 0.0012***
Precipitation does not Granger cause Maize Production 31 1 0.099 0.065**
Technology Level does not Granger cause Maize Production 31 1 0.012 0.802

Short run
Average Temperature does not Granger cause Maize Production 31 1 4.994 0.076***
Carbon dioxide does not Granger cause Maize Production 31 1 0.046 0.873
Precipitation does not Granger cause Maize Production 31 1 0.055 0.045***
Technology Level does not Granger cause Maize Production 31 1 0.546 0.458

Notes: The signs of *, **, and *** indicate the significance levels at 10 %, 5 %, and 1 % to reject the null hypothesis of the direction of causality, respectively.