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The results of this study are not only helpful in creating MC vocabulary tests in context, but also contribute to assessing partial vocabulary knowledge.
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Training duration also predicted some of the distant outcomes: Vocabulary (partial r2 = .09, p = .02) and Raven's Advanced PM, although only at a near-significant level (partial r2 = .06, p = .06).06
In Experiment 2, children in England who were bilingual in English and Japanese (with English as L1) significantly outperformed Japanese monolinguals in Japan with vocabulary age partialled out.
Correlations, partialled out for verbal abilities (vocabulary) between the explicit and implicit scores and ADOS scores in the ASD sample, were calculated if informative for understanding the Dewey Story Test findings.
Hoshino also calculated standardized partial regression coefficients from knowledge about vocabulary meaning, paradigmatic knowledge, syntagmatic knowledge, and reading ability for the three types of vocabulary tests in context introduced above.
In order to determine if a specific subtest of the IQ assessments contributed more than the others to the reported effects, partial correlations were computed on four common subtests (Similarities, Vocabulary, Block Design, and Comprehension).
1 To eliminate potential effects of age and intelligence [assessed by the multiple-choice vocabulary test MWT-B (Lehrl 2005)] additional partial correlations were conducted.
Partial correlations controlled for the influence of three IQ variables: WISC Vocabulary, WISC Block Design and Raven's CPM (hereafter: Raven).
Relations can be defined by the users or data providers and can vary from generic forms (i.e. synonym or partial match) to more detailed forms to express associations between specific vocabularies (or even specific for a group of terms).
Because this vocabulary can be harvested directly from a research web page or online (partial) publication list, our method delivers an easy way to obtain estimates of a publication-citation record and the relevant citation indices.
It must be noted that the vocabulary was selected at the last stage of the LM training, once the partial LMs and their weights were computed.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com