Do we need to avoid a saturated model?

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No user picture. Xin Lin Joined: 06/10/2019
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Dear Dr. Cheung,

I used Lavaan to specify my model. Do I need to declare the correlations among the mediator variables besides the correlations among the independent variables?
After adding all paths to the model, I got a perfect fit model, which will be of little use statistically.

Thanks,
Xin

Replied on Sun, 04/05/2020 - 19:50
Picture of user. Mike Cheung Joined: 10/08/2009

Dear Xin,

Many researchers prefer to correlate the mediators. If it is a saturated model, the focus is on the parameter estimates and their standard errors (or confidence intervals).

Best,
Mike