Bayesian Fit Statistics with MEDIATOR... PreviousNext
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 Lynne W posted on Friday, March 09, 2018 - 4:33 am
Hello,

I am fitting a mediation model using the Bayes estimator and include categorical covariates with missing data in the model as described in Muthen et al. 2016.

However, with MEDIATOR=OBSERVED, no fit statistics are reported and in the MODEL FIT INFORMATION section only the number of free parameters is presented.

Is there a way to obtain fit statistics?

thank you kindly
 Bengt O. Muthen posted on Friday, March 09, 2018 - 1:17 pm
Not available. Are you sure the model is over-identified?
 Lynne W posted on Saturday, March 10, 2018 - 4:13 am
Yes, the model has a positive number of degrees of freedom.

This is the model:
VARIABLE:
NAMES = y x1-x5;
MISSING = ALL (-9999);
CATEGORICAL = y x1;

ANALYSIS:
ESTIMATOR=BAYES;
MEDIATOR=OBSERVED;

MODEL:
y ON x1-x5;

x1 WITH x1;
 Bengt O. Muthen posted on Saturday, March 10, 2018 - 10:49 am
I assume you have missing on X1 and therefor add the WITH statement to bring X1 into the model. But you should bring all 5 x's into the model because otherwise X1 will be uncorrelated with the other x's. Your model is not over-identified when done this way.
 Lynne W posted on Sunday, March 11, 2018 - 10:47 am
Thank you, I assumed they would still be correlated.

However, there is still no output of fit statistics. It works fine when neither y nor x1 is declared categorical. But as soon as y or x1 is declared categorical, the fit statistics disappear. I also tried freeing up parameters by fixing x2-x5 means to zero, but it doesn't help.
 Bengt O. Muthen posted on Sunday, March 11, 2018 - 2:53 pm
Send the output with no fit statistics to Support along with your license number.
 Lynne W posted on Tuesday, March 13, 2018 - 10:49 am
I'll post Linda's reply here in case others wonder as well:

For PREDICTOR = OBSERVED, PPP has not be developed statistically. It calls
for new research.
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