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Structural equation modeling in R(lavaan,sem)

7 messages · jouba, Jeremy Miles, yrosseel

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On 3 April 2011 12:38, jouba <antrael at hotmail.com> wrote:
No, and (qualified) no.

1. There are (AFAIK) no options, functions that are specific to
longitudinal data.

2. You don't treat these data as non-longitudinal data, you add
parameters that are appropriate though.  For example, look at the
model shown on http://lavaan.ugent.be.  dem60 and dem65 are two
measures of the same construct at different timepoints, so there are
correlations over time for each pair of measured variables that are
measures of that construct - i.e. y1 ~~ y5

3. You would get much better answers on the SEM mailing list - semnet.
You can join it here: http://www2.gsu.edu/~mkteer/semnet.html#Joining.

Jeremy
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On 04/03/2011 09:38 PM, jouba wrote:
The function 'growth' (in the lavaan package) can be used for (standard) 
growth modeling. Good material about growth modeling (using Mplus) can 
be found here:

http://statistics.ats.ucla.edu/stat/mplus/seminars/gm/default.htm

Next, you can read how to do growth modeling with lavaan by reading 
section 7 in the lavaan intro, which you can download from the 
documentation section on the lavaan website (http://lavaan.org).

Yves.
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On 04/04/2011 07:14 PM, jouba wrote:
In the example, c1-c4 are time-varying covariates, i and s are the 
random intercept and slope respectively, and x1 and x2 are two exogenous 
covariates influencing the intercept and slope.

Please note: the lavaanIntroduction document is hardly useful to _learn_ 
about growth models (or any SEM model for that matter). It only explains 
how to fit them using the lavaan package. To learn about growth models, 
you may want to read any one of the books below:

Latent Curve Models: A Structural Equation Perspective (Wiley Series in 
Probability and Statistics) by Kenneth A. Bollen and Patrick J. Curran 
(Hardcover - Dec 23, 2005)

Latent Growth Curve Modeling (Quantitative Applications in the Social 
Sciences) by Dr. Kristopher J. Preacher, Aaron Lee Wichman, Robert 
Charles MacCallum and Dr. Nancy E. Briggs (Paperback - Jun 27, 2008)

An Introduction to Latent Variable Growth Curve Modeling: Concepts, 
Issues, and Applications (Quantitative Methodology) (Quantitative 
Methodology Series) by Terry E. Duncan, Susan C. Duncan and Lisa A. 
Strycker (Paperback - May 23, 2006)

Yves.
11 days later