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As long as other assumptions of the test were reasonable for the data (i.e., independence of observations, normality, homogeneity of variance; Field, 2009), this would be a highly suitable approach.
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The final model provided a reasonable fit for the data with a RSD of 0.26 kg.
Confirmatory factor analysis indicated that this model provided a reasonable fit for the data.
This unexpected discovery in JPB34356 has resolved the mystery and provides a reasonable explanation for the data that were obtained by Robertson et al. [ 19].
The fit indices indicated that this model provided a reasonable fit for the data (i.e., χ/ df = 3.25, CFI = .92, and RMSEA = .07).07
Trajectories of recovery out to 15 weeks postoperatively have been established with a straightforward model providing a reasonable fit for the data over this interval.
In the five models, slowing in the recovery trajectory occurred over time and in all models, a second-degree polynomial growth term (quadratic-weeks squared) provided a reasonable fit for the data over the study interval.
Slopes of recovery were greater in the first 6 to 9 weeks with a second-degree polynomial growth term (weeks squared) providing a reasonable fit for the data over the study interval.
At that point, the reconstructed metabolite profile by ODE S (green line in Figure 5) pointed to a reasonable model for the data (blue stars) from a qualitative point of view.
Therefore it is essential to examine the distributions of the covariates requiring imputation to determine whether transformations are likely to provide reasonable estimates for the data to be analysed.
The experiments confirm that our approach is not only able to produce a cohesive clustering but that the resulting clustering is reasonable for the two data sets we analyzed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com