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CFA (Issues for CFA (Identification (If number of variables =n (if no. of…
CFA
Issues for CFA
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depends on no. of factors, no. of variables and the factor loadings
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- Distributional assumtpions
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Model is identified if it is theoretically possible for a unique estimate of every parameter to be derived
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Model test statistics
discrepancy between model covariance matrix and sample covariance matrix can be reasonably attributed to sampling error?
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Setting up a CFA
- specify values for elements of matrices, factor loadings, factor correlations and unique variances
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Comparison to EFA
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CFA has a test of fit
if data fit the model, the hypothesis is confirmed.
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