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The model may need to be modified in order to increase the fit, thereby estimating the most most likely relationships between variables. Many programs offer modification indices that might guide minor improvements. Modification indices report the alteration in χ² that derive from freeing fixed parameters: often, consequently including a path to a model which can be currently set to zero. Alterations that improve model fit might flagged as prospective changes that can be built to the model. Alterations to a model, especially the structural model, are modifications to the concept reported to be real. Adjustments for that reason must make sense in terms of the theory being tested, or be acknowledged as limitations of that concept. Changes to dimension model are effortlessly claims that the items/data are impure indicators associated with latent variables specified by concept.[21]
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