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The non-adjustment for multiple testing allows flexibility in future study design, such as investigations using only a subset of the array.
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The dual multiple contingency tests allowed the identification of GO terms related to biotic and abiotic stress responses significantly and antagonistically distributed between libraries.
Application of hypothesis testing procedures (nonparametric multiple contrast test) allowed us to estimate LOECs (Table 2), and these were 4.0 × 10−4 nM, 0.55 nM, and 410 nM for estriol, coumesterol, and β-endosulfan, respectively.
All fluid cognitive domains were assessed using multiple tests to allow a latent trait to be extracted for each.
Carotid sinus massage or tilt tests were performed on about one-third of the PICTURE subjects and since multiple tests were allowed, it is likely that more than two-thirds of the population did not undergo these tests.
Multiple testing was controlled allowing a False Discovery Rate (FDR) of 0.05.
The small sample size and no correction for multiple testing, does not allow drawing firm conclusions.
Use of the Ingenuity Pathway Analysis (IPA) program [ 30] revealed which canonical pathways are being switched on by IBV infection in the host (with Benjamini-Hochberg multiple testing correction) and allowed us to analyze the gene interaction networks involved in the host response.
The Dunnett-Hsu test allows for specific multiple pair-wise comparisons while still protecting against type I statistical errors.
Use of a q-value instead of a p-value from a t-test allows for a multiple comparisons correction using the positive false discovery rate [ 91, 92].
Using hierarchical regression allowed us to improve estimation and partially address the issue of multiple testing, and using PCA allowed us to assess the relationship between air pollutants and CHDs in a multipollutant context.
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