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I am fitting a second ordered latent trait model Under IRT using 17 binary items. The model fitted using MLF estimator, with keep all loading free and set the variance=1.

My question is when i change the order(arrangement) of writing the factors in the model, results totally changes, so any recommendations to solve this problem????

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