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Another key result of the study is the generation of a new and unprecedented large-scale in silico benchmark dataset accounting for different noise levels and providing a solid basis for unbiased testing of network inference methodologies.
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Moreover, different plot sizes were addressed through choosing analysis methods that allow for unbiased testing of different sample sizes (see below).
These data will complement text based approaches by allowing for unbiased tests of the reduced number of hypotheses posed.
ITT analysis is considered the gold standard for analyzing randomized clinical trial data because it provides the basis for an unbiased test of an effect of treatment regimen.
This approach underestimates the contributions but provides a basis for unbiased comparisons.
FORBOW offers a platform for efficient and unbiased testing of interventions selected according to best available evidence.
Results showed the proposed method had the highest accuracy rates for the unbiased tests and for most cases in the biased tests.
Biometrics 52, 607 612] use simulations to show that a modified F-test based on an estimate of the within subjects covariance matrix allows for nearly unbiased tests.
The results for these unbiased tests are presented in Table 6.
Values shown for the Approximately Unbiased test (AU test) from CONSEL [ 35] tested with the 66-taxon data set (explained in detail in the Methods section).
The client chose the Anders-Streed work, which became the basis for the test campaign.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com