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Chunk #13 — 2. Method — 2.4. Statistical analysis — 2.4.1 Factor analyses and unidimensionality

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The role of cannabis use within a dimensional approach to cannabis use disorders.
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As a preliminary to the IRT analyses, factor analyses were conducted in a confirmatory factor analytic context using Mplus software (Muthén and Muthén, 2004) to test the IRT assumption of unidimensionality and to determine goodness of fit of a one-factor model. The parameters of the IRT model are most interpretable when the criteria reflect a single unitary dimension (Stout, 1987; Downing, 2003; Bolt et al., 2004; Krueger et al., 2004).