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Mplus Discussion > Multilevel Data/Complex Sample >
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 Anonymous posted on Wednesday, September 21, 2005 - 7:02 am
I have a question about using weights in a multilevel SEM model. This model has two latent variables and six oberved at level-2 and the same setup at level-1 with different variables. Because of this and the data are clustered, I wanted to use multilevel SEM analysis. Also, the data come with weights. How would I incorporate the weights into my model? Is there an example in the manual that I am overlooking?

Thank you in advance for your assistance
 Linda K. Muthen posted on Wednesday, September 21, 2005 - 7:34 am
You would use the WEIGHTS option of the VARIABLE command to specify which variable contains the sampling weight information.
 Anonymous posted on Wednesday, September 21, 2005 - 2:33 pm
I'll give it a try.
 Rick Sawatzky posted on Thursday, May 24, 2007 - 9:36 am
Hi, I am using data from a national survey. A bootstrapping procedure was used to create 500 sets of sampling weights which have been provided by the owner of the database for the purpose of estimating standard errors while taking the survey design into account. Is there a way in MPlus to combine model estimates based on these sampling weights or do I have to manually run the models 500 times and then manually calculate the stardand errors based on the distributions of the obtained estimates?
 Linda K. Muthen posted on Thursday, May 24, 2007 - 10:05 am
If you have 500 data sets each with a different weight, you can use external Monte Carlo (Example 11.6, Step 2) to analyze them. You will obtain results that are the average parameter estimates, the average standard error, etc. (see Chapter 11, Monte Carlo Output. I'm not sure this is exactly how these replicate weights should be used.
 Thais Rogatko posted on Tuesday, November 11, 2008 - 10:03 am
Hi, I'm using the European Social Survey data which has two sampling weight variables (a Design weight to control for not all people being given the same chance of selesction, and a population weight to accurately represent country populations). I am testing a two-level model (country level and individual level). I'm wondering how I include both weight variables. Do I say WEIGHT = DWEIGHT PWEIGHT

Thanks for your help
 Tihomir Asparouhov posted on Tuesday, November 11, 2008 - 1:33 pm
For the twolevel model you should use only WEIGHT = DWEIGHT, however if you want to estimate population totals you should use single level models with weight the product of DWEIGHT and PWEIGHT.
 Dennis Koethemann posted on Friday, April 27, 2012 - 9:03 am
Do you know any reference explaining why we should not use pweight in a twolevel sem model?

Many thanks
 Tihomir Asparouhov posted on Friday, April 27, 2012 - 3:59 pm
You should construct your weights so that the level 2 weight is 1 / Prob of including that cluster in the sample and the level 1 weight is 1 / Prob of including the observation in the sample.

See
http://statmodel.com/download/asparouhovgmms.pdf
 Laura Wray-Lake posted on Monday, November 12, 2012 - 10:20 am
We are trying to estimate a latent class growth analysis using Add Health data, and we are therefore applying complex sampling weights. Importantly, we are using a subsample of the full data (i.e., only 7th graders).

We used Type=Complex TwoLevel and included wtscale=ecluster to try to accommodate for using only a portion of the full data. However, we only wish to specify a within-group model, and the results of the two-level model were uninterpretable. [All individuals were assigned to a single group even though three groups were specified.]

Can we use Type=Complex (without TwoLevel) and incorporate some other method of adjusting the weights to account for use of a subpopulation?
 Linda K. Muthen posted on Monday, November 12, 2012 - 11:02 am
You can use the SUBPOPULATION option with TYPE=COMPLEX.
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