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More importantly, this preliminary experiment is a reliable confirmation that phase variance across time can inspire features that succeed at capturing the time- and frequency-varying degree of noisiness of speech in the aHM framework.
This is due to the inherent limitations of modeling speech exclusively through harmonics: even for an adequate phase variance across time, at high pitch values, the frequency gap between every two consecutive harmonics does not allow a proper reconstruction of noise characteristics.
To investigate the whole genome collective behavior, we grouped genes according to their variance across time.
This resulted in heterogeneity of variance across time points.
This analysis provides evidence against possible objections to our results based on measurement variance across time.
The effect of SNPs was tested on a latent factor expressing the shared variance across time points spanning more than 10 years.
Similar(51)
The standard deviation of correlation distributions of gene ensembles reduces when the ensemble size is increased following the inverse square root law, for both ensembles chosen randomly from whole genome and ranked according to expression variances across time.
29 The P value was derived from the proportion of observations of the posterior distribution of the variance observed across time points within trials smaller than or equal to the variance within trials typically found in large osteoarthritis trials (0.01 for an effect size scale, 0.0625 for a 10 cm visual analogue scale).
Both of these methods inherently assume homogeneity of variance, either across time points or across treatment groups.
We focused on a high-risk cohort, assessed diabetes risk using robust measures of insulin sensitivity and secretion from the FSIVGTT to estimate β-cell function, controlled for the potential confounding effects of maturation and body composition, and used powerful statistical modeling techniques to account for the variance component across time.
Another limitation of the E-ADL – as for every performance test - is that the personal interests and habits of the dementia patient, the variation across time, and variances in the social and physical environment are not covered.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com