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Today's tax accountants are expected to be computer and information literate, and are valued for their critical thinking skills based on subject knowledge.
Pass a state licensing exam, in which tests based on subject knowledge and teaching skills.
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Ideally, one of them should, based on subject matter knowledge, be chosen.
All covariates included in the final model were chosen a priori based on subject matter knowledge [ 2].
Models were adjusted for variables that may confound the relationship between maternal psychiatric disease and poor fetal growth based on subject matter knowledge.
Firstly, to avoid over-fitting we reduced the number of potential predictors to 10 based on subject matter knowledge 29 30 and the stability of the predictors over centres.
For all models, potential covariates were identified a priori, and those that were deemed of special interest (based on subject matter knowledge) were assessed for both confounding and effect modification.
We used pre-specified adjustment for possible confounders based on subject matter knowledge regarding causal factors for PAD instead of statistical driven covariate selection (i.e. "univariate screen") [ 54].
Based on subject matter knowledge, we then increased the thetas to be slightly closer to 1 (a more conservative model) to avoid models that overfit the data, although fit was very similar in both sets of models (model fit from the theta chosen by generalized cross validation results available from the authors).
Abstracts from the whole of Medline were divided into two subgroups based on subject categories from the ISI Web of Knowledge [50] (Table 2).
Modeling content knowledge in the commercial sector was based on case-situations and learning-fields (Rosendahl and Straka 2011), or based on subject discipline (Seeber 2008).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com