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While this results in a pure upscaling of the FBP reconstruction, the effect in iterative statistical reconstruction is not only upscaling of the intensities because the assumption of Poisson statistics of the data is violated.
Furthermore, application of substitution rates from other taxa is not appropriate because the assumption of molecular clock in our data is violated.
Nevertheless, the model assumption of independent data is violated, causing potentially non-valid results.
Furthermore, in these settings, the assumption of independence of data is violated, which means that standard statistical analyses are invalid and may give misleading conclusions.
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If you do business with any of these companies there was a good chance your personal data was violated.
This statistical test was chosen instead of a paired t-test because the assumption of a normal distribution for the data was violated in several instances.
While this assumption holds for typical log ratio expression values from microarray data, it is violated for measurements obtained from sequencing technologies.
Principal components analysis assumes that the sample consists of independent data points, an assumption that is violated by data from species sharing varying degrees of plylogenetic relatedness [ 24, 39].
Machine learning was not designed with security in mind and the essential assumption of stationarity, requiring that the training and testing data follow similar distributions, is violated in an adversarial domain.
If the assumption is violated, data generated by multiple imputation may introduce bias.
The admixture model was used, allele frequencies were assumed to be correlated, and alleles were assumed to be unlinked (an assumption that is violated by data sets 2 and 4).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com