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Confirmatory factor analysis performed using the original version of the SCS-MS indicated mixed fit indices (Ware, The school climate survey, unpublished).
Although the results have indicated mixed fit indices and there is a lack of exploratory studies with this instrument, the SCS-MS have been used in many schools in the United States.
Model 4 had a high normed Chi Square, mixed fit indices, and the second highest AIC of any model.
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An F-test was used to establish that the fitted mixed distribution fitted the live cell anterograde velocity data significantly better compared to the permeabilized cell distribution alone (p=10−5, justifying the three additional degrees of freedom).
As with the mixed models fit with lme4, the Bayesian models were run on transformed data, so the means and standard deviations are on the transformed scale.
Overall, we did not find compelling evidence to suggest that the mixed models fit our data better than the fixed-effects model.
The mixed model fit with two beta distribution for the limma p-values does on the other hand introduce an additional peak (green dashed curve in Figure 3B).
Based on a mixed model fit to the p-values a FDR can be calculated for both limma and Cyber-T.
Table 3 summarises the results from the mixed model fit to each of the three questions.
Model based on Equation 1. Linear mixed model fit by REML.
The effect of Batimastat on collagen matrix contraction was analyzed with a linear mixed model fit by restricted maximum likelihood.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com