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This difference may have been partly caused by the much less statistical cases in G2 and G3 categories and unavoidable missing data.
Although mechanical properties of CNT yarns exhibited a significant statistical variation, the resistance was found to have much less statistical variation making them good candidates as sensors for structural health monitoring in composites.
Compared with the power for the trial's main effect, most subgroup analyses have much less statistical power to identify subgroup effects.
In our analyses (Little et al. 2012), we used current LSS data (Shimizu et al. 2010) that show substantially more deaths (12,139 vs. 3,954 for stroke; 14,018 vs. 4,477 for heart diseases), which means the analysis by Schöllnberger et al. (2012) has much less statistical power and that some of their inferences are likely inconsistent with the current data.
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Because ethyl metabolites were detected with much less frequency, statistical analysis was restricted to the methyl metabolites.
As a result, the non-automotive group was much smaller with less statistical power to detect associations.
However visualizing the data in such settings is a challenge, much less applying standard statistical methodology (standard errors and p-values) that have may have little or no meaning in very large sample sizes.
At the pre-selected threshold (p-value equals to 0.05), XBSeq has a false discovery around 0.3 which is much less than other statistical methods (around 0.75, Fig. S2).
In addition the high rate of dropouts through follow-up led to much censoring resulting in less statistical power.
RU 38486 reduces the weight loss in nephrectomized animals, too; however, this effect is much less pronounced and lacks statistical significance (BNX 15.7 ± 4.8 g, BNX + RU 12.2 ± 4.8 g).
Multiple species data is also much less likely to be affected by statistical randomness in the dataset or by the complexity of transcription programs [43], [44], [45].
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