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A conservative "intention to treat" approach was used to guard against the potential for bias if dropouts are related to outcomes or group assignments, and preserve the original balance of random assignment.
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The methods adopt Satterthwaite's application of random balance designs in regression problems, and extend it to sensitivity analysis of model output for non-linear, non-additive models.
A hierarchical nested balance design for the collection of random primary duplicate water samples, and their replicate analyses, is described, and the use of robust analysis of variance to estimate measurement uncertainty.
Positivity does have its place – or so I'm told – but it's more believable if it is accompanied by just a little balance, and the frequent appearances of random people from other nationalities saying how wonderful Britain is left me with the suspicion that the film must have been funded by a community relations quango.
It has a great-feeling balance of different activities from random world events, to control point takeovers, to surprisingly robust side missions, to the actual main missions.
Genetic variations in the human genome are maintained by a balance of mutation, selection and random genetic drift.
On the other hand, size of litters is partially determined by genetic effects, thus random balance of this variable among the groups may be useful to dilute heritability.
Therefore, we here study the role of the balance of self-assembling and random coiling domains for pH-responsive silk-collagen-like protein-based polymers.
While primarily for logistical reasons the ability to include only a few hospitals (clusters) undermine notions of generalizability and balance even if random selection and random allocation are used [ 16].
In sum, a non-random balance of weak and strong interactions in genetic networks clearly emerges from this analysis –a balance that we might well feel a nontrivial common property of complex systems [33], as it is characteristic of other networks [32], [34] [36].
However, a lack of stability and balance in decision trees decreases the robustness of random forests.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com