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We applied confirmatory factor analyses (CFA) by using the maximum likelihood procedure with robust standard errors using Mplus (version 7.11; cf. Muthén and Muthén 1998 2012).
Model estimation was performed with Mplus 5.2 using the maximum likelihood procedure with robust standard errors (MLR) in order to account for non-normality in the data.
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Sampling weights and statistical procedures with robust standard errors were also used throughout the analyses to correct for any potential biases.
We additionally tested the selection hypothesis over 5-year intervals (i.e., from phase 3 to phase 5 and from phase 5 to phase 7) using multilevel longitudinal modeling (xtmixed and xtlogit procedures in Stata) with robust estimation to take into account the fact that repeated measurements on the same participant are correlated.
The procedure is technically simple with robust results because the amplification product is always obtained (Drenkard et al. 1997).
The procedure effectively distinguishes substances with robust concentration response profiles (ACTIVE*[±1] and ACTIVE*[±2]) and compounds with nonrobust concentration response profiles (INCONCLUSIVE*[±3]).
For a detailed discussion on the meaning and role of the algorithm parameters, the reader is referred to our previous work [ 8]; in the same work we show that the value of these parameters is not critical; that is, the procedure is robust with respect to the choice of parameter values.
Our primarily modification to this method was to add a robust procedure with which to accommodate the geoelectric data, with its anomalous spikes and sudden trend changes.
Managers can find it difficult to discuss issues like depression, so it's important for companies to help them with robust policies, procedures and training.
Access to large visual field and differentiation of retinotopic areas with robust mapping procedures and automated analysis are beneficial in basic research and could accelerate development of clinical applications.
This study demonstrates that a trial of this type is feasible in primary care and can be successfully completed with robust trial procedures and high levels of follow up.
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