sem package and AMOS
Dear Anthony, sem() does FIML estimation, not 2SLS, and so it's hard to understand why you're getting "nearly identical" parameter estimates but very different coefficient standard errors and model chi-squares. In fact, unless the problem is very ill-conditioned, the parameter estimates should be the same within rounding error, as should the model chi-square. There is some room for small differences in the standard errors -- sem() uses a numerical Hessian and I'm not sure what AMOS does -- but large differences are indicative of some problem. I suspect that you're not fitting quite the same model in sem() and AMOS. I hope this helps, John On Mon, 02 Feb 2009 14:50:26 -0600
Anthony Dick <adick at uchicago.edu> wrote:
Hello- I am using R to build my initial models, but need to use AMOS to compare the models of two groups (adults vs. kids). The problem is I am getting different results with R and AMOS for the initial models of the separate groups (and the R results make more sense). The parameter estimates (path coefficients and variances) from both programs are nearly identical, but the model chi-squares (and significance estimates of the parameter estimates) are different. I am using Maximum Likelihood in AMOS. R I think defaults to two-stage-least squares estimate, and AMOS 16 does not implement 2SLS. I am using fMRI data, so the error variances are likely correlated, and the data non-normal to varying degrees. Is 2SLS the better way to go for these kinds of data? Is there a way to change the default method for R sem? I couldn't find this in the ?help. I note I have run some of the AMOS examples in R and have gotten identical results across platforms, so I believe the problem is not in specifying things incorrectly across platforms. Also, the dfs are identical for both analyses. I must use AMOS to do model comparison (and thus maximum likelihood), but would like to achieve similar results across platforms for the basic models before I proceed, and would like to track down the reason for the difference. Thanks, Anthony -- Anthony Steven Dick, Ph.D. Post-Doctoral Fellow Human Neuroscience Laboratory Department of Neurology The University of Chicago 5841 S. Maryland Ave. MC-2030 Chicago, IL 60637 Phone: (773)-834-7770 Email: adick at uchicago.edu Web: http://home.uchicago.edu/~adick/
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