Some key-procedures in SAS that have causal inference methods:
The SAS/STAT® product contains five procedures that are specifically designed for causal inference.
PROC CALIS (to fit structural equation models and for path analysis). CALIS stands for Covariance Analysis of Linear Structural Equations.
PROC CAUSALMED, PROC PSMATCH, PROC CAUSALTRT, PROC CAUSALGRAPH.
PROC DEEPCAUSAL (Deep Neural Networks (DNNs) to perform causal inference). PROC DEEPCAUSAL is in SAS Econometrics
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