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. 2022 Dec 20;12:22031. doi: 10.1038/s41598-022-26461-y

Table 2.

Nonlinearity, heteroscedasticity, independence, and normality tests for ARIMA residuals.

Blood groups White neural network (X2,df,p-value) McLeod–Li (df,p-value) Box–Ljung (X2,df,p-value) Shapiro–Wilk (W,p-value)
A+  (3.8, 2, 0.15) (2, 0.98) (0.37, 1, 0.54) (0.98, 0.26)
A− (2.6, 2, 0.26) (2, 0.99) (0.0014,1,0.97) (0.99, 0.67)
B+  (0.28, 2, 0.87) (2, 0.99) (0.016, 1, 0.9) (0.98, 0.08)
B− (3.7, 2, 0.156) (2, 0.98) (0.11, 1, 0.73) (0.98, 0.3)
AB+  (0.11, 2, 0.94) (2, 0.96) (0.68, 1, 0.4) (0.99, 0.7)
AB− (0.06, 2, 0.97) (2, 0.78) (0.5, 1, 0.47) (0.99, 0.7)
O+  (3.8, 2, 0.15) (2, 0.73) (0.002,1, 0.96) (0.98, 0.54)
O− (10.5, 2, 0.005) (2, 0.98) (0.4, 1, 0.52) (0.98, 0.29)