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This chapter first reviews specification of contrasts and design matrices.
This chapter shows how specification of the design matrix is intimately related to the specification of contrasts.
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In contrast, mixed effects models require specification of a specific distribution for the random effects and are less robust to misspecification.
The strong intellectual investment behind the definition of process algebras and the high abstraction level they can attain in formal specification still contrasts with their degree of penetration into software engineering practice, but also with the relatively limited number of other fields of fundamental science where these models have played some role.
The organisational design analysis exposed the principal factors that were central to achievements and detailed their associated conditions; it allowed precise specification of the current conditions; it contrasted these with the desired conditions; and it enabled planners to map a series of achievable changes to get from 'here' to 'there'there
In another sensitivity analysis, we used an alternative specification of the cooking fuel variable contrasting "open fires" versus all others.
What a roster of contrasts.
"…is a place of contrasts.
The approach has the distinct advantage of analysing the relevance of potential influences in statistical terms and subjective expert knowledge (by means of prior specification), in contrast to a purely subjective uncertainty assessment as expert elicitation.
In contrast to the a priori specification of design sets, an iteratively conducted model-based experimental design exploiting previous data promises significantly better results with lower effort.
As in our previous study, we obtained very good contrast and morphological delineation, within the specification of a 5- μm spatial resolution, using transgenic expression of YFP in motor neurons.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com