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When the amount of data is sufficiently large, you can find almost anything you seek lurking somewhere within; the found observations may have statistical significance without having any significance in reality.
Specifically, the electricity demand data used in this study are official processing data and may have statistical noise, which can be handled by SFA but is not possible to process if DEA was used.
All data for the two study arms were analyzed separately prior to pooling, as regular aspirin use may have statistical and biological impacts on sUA concentration, gout and the study outcomes.
Krieger et al [ 32] have shown that inhomogeneities in socio-economic status within a zip code may have statistical impacts that are significant for some health outcomes, such as cancer incidence, and not for others, such as cancer mortality.
Similarly, the before and after ART mean difference in liver enzymes may have statistical importance in this study but clinically, the mean transaminase levels are just about a half of their upper limits of normal.
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However, this study may have had statistical issues with baseline randomization.
A larger sample size might have increased the statistical power so other measures of walking stability, such as Stride Length Difference, may have reached statistical significance.
It is also intended to be a refresher course for those who may have some statistical background and may or may not have recently been engaged in statistics related work or activities.
Practical communication signals may have special statistical features.
First, the sample size was modest, and may have compromised statistical power, thereby increasing possibility of Type II error (failure to detect actual differences).
One may have a statistical model that motivates a computer-intensive search of a dataset, but there need be no direct connection between the parameters of the model and the algorithm used in that search.
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