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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).
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.
We think that these datasets, which can be downloaded from http://sysgensim.sourceforge.net/datasets.html, are generally useful for unbiased testing of network inference methodologies complementing other available in silico benchmarks.
Therefore, we now additionally performed external cross-validation using m - 1 partitions (m = 34) for feature selection and training, and used the remaining part for unbiased testing of the classifier.
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These data will complement text based approaches by allowing for unbiased tests of the reduced number of hypotheses posed.
Dr. David Healy, of the University of Wales College of Medicine, who has been outspoken about the need for more unbiased testing of antidepressants, said the British agency had not addressed larger questions about the drugs.
This test is used as part of a health screen during the heartworm testing season and can potentially generate large volumes of unbiased test data for public health application.
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.
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.
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.
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