12.1 In Example 12.1 estimate the six equations of the measurement model with scale mixing (equivalent to
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12.1 In Example 12.1 estimate the six equations of the measurement model with scale mixing
(equivalent to Student t sampling) and degrees of freedom in each equation as additional unknowns in the model. Thus for the first measurement equation one would have yi1 ∼ N(αy1 + λ11Fi1, σ2 1 /ζi ),
ζi ∼ Gamma(0.5ν1, 0.5ν1).
with ν1 unknown. How does adopting this approach affect the posterior estimates for the structural coefficients {β, γ1, γ2}? Apply a posterior predictive check to the measurement model based on the classical SEM test statistic comparing actual and model covariance matrices.
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