Structural Equation Models

Summary: Perform confirmatory factor analysis (CFA) with a single-factor conflict model using the SEM platform.

Code:

// Open data table
dt = Open("$Sample_Data/Job Satisfaction.jmp");
// SEM: CFA 1Factor Conflict UI
Structural Equation Models(
    Model Variables(
        :Person_C, :Intra_C, :Inter_C
    ),
    Model Specification(
        New Latent( "Conflict" ),
        Means(
            {"Constant", {:Person_C,
            :Intra_C, :Inter_C}}
        ),
        Loadings(
            {"Conflict", {:Person_C,
            :Intra_C, :Inter_C}, {1}}
        ),
        Variances(
            {:Person_C, {:Person_C}},
            {:Intra_C, {:Intra_C}},
            {:Inter_C, {:Inter_C}},
            {"Conflict", {"Conflict"}}
        )
    )
);