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We analyze the intrinsic sparsity and imbalanced distribution of speaker frames, those redundant Gaussian components, are discarded in the i-vector extraction phase so as to compensate the phonetic variability.
We judged one study to be at an unclear risk for other potential sources of bias [40]; the other study [37] was judged to be at high risk of bias due to likely imbalance of patient characteristics, imbalanced distribution of co-treatment, and other methodological study flaws (Figs. 3 and 4).
Limitations of this study include imbalanced distribution of medical comorbidities and the number of patients excluded to reach the per-protocol group.
This is a challenging problem, due to the highly imbalanced distribution of the data, i.e., small number of splice sites as compared to the number of non-splice sites.
Although olmesartan did not reduce cardiovascular outcome adjusted by prespecified SCr and UACR, it reduced risk of cardiovascular outcomes by 34% independent of ACEI treatment after further adjustment for BP and imbalanced distribution of history of CVD at baseline between the two groups in a post hoc analysis.
Biased regression results caused by the imbalanced distribution of data can also be eliminated.
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The algorithm is based on the inversion of the (nonlinear) operator equation that links the imbalance distribution of the rotor to its vibrations during operation of the wind turbine.
Example for imbalance: distribution of age categories was statistically not comparable (p value less than 0.05).
Hammad, in addition, recognized the imbalanced class distribution of reviews gathered online.
Thus, this imbalance in distribution of GP contracts had an impact on global cost.
This may reflect the fact that Ho-GP often see more patients who have a chronic disease [15], which could explain the imbalance in distribution of GP contracts.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com