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. 2023 May 20;44(10):4077–4087. doi: 10.1002/hbm.26331

TABLE 1.

Main differences between our method (Equations (1) and (2)), Granger causality and LiNGAM.

Our method Granger causality LiNGAM
Autoregressive model Autoregressive model Structural equation model
Exploits model residuals Exploits model coefficients Exploits model residuals
Non‐Gaussian framework Gaussian framework Non‐Gaussian framework
Sensitive to the AoT Insensitive to the AoT Insensitive to the AoT