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Mplus Discussion > Multilevel Data/Complex Sample >
 David Fox Dubin posted on Wednesday, January 07, 2009 - 4:41 pm
I'm a graduate student, and I am about to work on analysis of the ECLS-K longitudinal data. These data were collected in a fashion using multilevel sampling units. These sampling units are nonrandom and oversampled for Asian Pacific Islanders. Because Mplus assumes randomness, do you have any suggestions on how I can make necessary accommodations without violating any assumptions, or does anyone have any useful information after working with this specific dataset?

 Linda K. Muthen posted on Thursday, January 08, 2009 - 8:06 am
Mplus has many options for complex survey data. They take into account weighting, non-independence of observations, and stratification. See Chapter 9 and pages 455-460 of the Mplus User's Guide for more information.
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