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We calculated a model with additionally adjusting for BMI at baseline, which did not reveal any major changes in HRs compared to the original extended model.
Indices for the strict measurement invariance model with additionally constrained factor means (strict invariance model b) revealed a close fit (chi-square/ df = 780/160, CFI =.955, TLI =. 940, RMSEA =.038) and no substantive difference from the strict invariance model (CFI,.955 vs..964; <.01; TLI,.951 vs..90; RMSEA:.034 vs.0348).034
Measurement invariance was tested in six steps using (1) the unconstrained model, (2) followed by a metric invariant model (with equal measurement weights across groups), (3) a model with additionally equal structural weights, and (4) a model where the structural variances and co-variances were set equally in addition to the previous conditions.
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The potential interaction between each genetic variant and study design (CIS vs. invasive carcinoma) was evaluated with the interaction model by additionally including interaction term between genotypes and study design.
The original PDB entries and the optimized structure models were additionally validated with MolProbity (Davis et al., 2007).
Each metric (AX/RD/TR/FA) was analyzed with the above model, and additionally with a model that included the overall mean of the metric under study as an additional covariate.
To estimate main effects of gene variants of CCND1, p21, and p53 and rate of lung function decline, we used the same mixed model with random area effects additionally adjusted for ΔPM10.
The original model is additionally extended with the option of installing local (on-site) wastewater treatment units operating either in batch or semi-continuous modes.
In cued recall and recognition, the model was additionally provided with object cues.
The training input of these two models was the same except that one model was additionally trained with 5'- and 3'-UTR regions (EuGène MarkovIMM plugin).
Thus, an interesting problem for future research would be to find a way to extend the presented realistic SCFG model to additionally deal with RNA sequence.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com