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This paper discusses statistical aspects, such as design, sample size determination, and methods of analyses, that will help add rigor and improve the quality of preclinical studies.
Therefore, I shall use a triangulated approach to generate three empirically based Q matrix models from different sources (experts and target-group respondents), inquiry methods (expert ratings and think-aloud studies), and methods of analyses (frequency counts and a solver non-solver comparisolver non-solver
Furthermore, ADC measurements are influenced by MR equipment, imaging parameters and methods of analyses.
Comparison of exposure results across the literature should be done with caution because time and space sampling procedures, measurement techniques and methods of analyses are not readily comparable.
Our backbone topology is robust against varying the taxon and marker sets, masking and partitioning regimes, models of evolution, and methods of analyses (Table 1, Suppl. Tables 4 and 5).
Early efforts to understand phylogenetic incongruence revealed that taxonomic sampling (Graybeal, 1998), the number of characters sampled (Rosenberg et al., 2002), and methods of analyses (Felsenstein, 1978) can all affect estimates of phylogeny.
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This can be due to differences in study populations, measurements, and methods of analysing data.
In contrast to previous meta-analyses [ 9], we compared the different imaging techniques using the same search strategy and methods of analysing the data.
An excellent review [ 8] that draws the attention on the necessity of switching from a static to a dynamic view of biological systems details the different algorithms and methods of analysing time in biology.
Differences in stringency of data screening parameters, the taxonomic composition of databases used for the comparative analysis, and methods of phylogenetic analyses can significantly affect the outcome of the study.
These studies, however, have variable patient ages, with the youngest average age of 9.4 years (21), ages of diabetes onset, hypoglycemic events, controls, and different methods of analyses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com