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In this overview, I provide some detail on aspects of the practices that are relevant to issues that have been raised in the South African teaching landscape (and thus to our work within the course) and to the empirical data that follows.
In the data that follows in this section, we give granular data about the distribution of alternations for the lone single-argument verb and for one of the two-argument verbs, and less granular data for the higher-arity verbs.
In the Sprinkler BN tests, we generated data that follows the model shown in Supplementary Figure S1 for a dataset size 1000.
The wide dynamic range of transcription data means that a relatively small number of highly expressed loci can account for the majority of the reads in the study (in the data that follows, for example, 50% of the exonic reads map to less than 1% of exons in MCF-10a).
In both the simulation studies and the evaluation of the method using real data that follows, training genotypes were standardised to correlation form, and in the continuous case the responses were centred, prior to model fitting, as described in methods section.
The training data sets include: (1) the real data [ 6] shown in Figure 1, (2) simulated data from the non-hierarchical model fit to the real data having Negative Binomial variation around expected counts arising from Eq. (1), and (3) simulated data that follows the hierarchical model fit to the real data allowing yearly variation in the seasonal coefficients as described.
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He also devised ways to analyze relationships between data that follow similar trends over time but are not necessarily linked through cause and effect, like monthly fluctuations in consumer spending and changes in household wealth.
The data that followed that decision was definitive: new accounts leapt from tens of thousands a month to more than 100,000 a month.
The data that follow show the number of students tested and the percentage of students meeting performance standards on annual English language arts and math tests administered by New York City and New York State in Grades 3 through 8. School officials, citing confidentiality rules, withheld scores for some racial and ethnic groups when fewer than five students were tested in a group.
With that said, I hope you'll find value in the words and data that follow.
We address this issue by using longitudinal data that follow the same individuals over time.
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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