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Understanding Structural Equation Model and its Meaning
Structural Equation Model (SEM) is a concise representation of the covariance matrix. Its value lies in its ability to represent a causal model that reflects deeper knowledge, which encompasses not only data but also the underlying relationships and structures behind that data. This integration of causal knowledge differentiates it from mere data representation, underscoring the meaning and significance of SEM in understanding complex relationships.