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Given the unusual patterns of substitution noted in other taxa (e.g. N. scabrosus) this gene region may violate assumptions of rate constancy.
It is stated that pathologies may violate assumptions made in the algorithm and thus parameters have to be adjusted.
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Though the use of interview data may violate some assumptions of the occupancy modeling approach for determining 'proportion of area occupied', we countered these shortcomings through study design and interpreting the occupancy parameter, psi, as 'probability of habitat used'.
Our observations herein stress the importance of understanding the magnetospheric/ionospheric sources that the MT technique exploits, of appreciating when the source fields may violate the assumptions of the MT method, and of carefully considering possible biases when interpreting and inverting estimated MT responses.
Second, even confounders that are known and measured may violate model assumptions and lead to biased or imprecise estimates of effect (12).
Finally, the NIS does not contain unique patient identifiers, and the possible inclusion of multiple patient admissions in our cohort may violate statistical assumptions of independence.
The categories that trigger only the parametric test are enriched for singleton interactions, which may violate the assumptions of the parametric test due to correlations between baits (each is assigned the bulk parameter value).
Although this approach does not specifically model all possible scenarios that may violate the assumptions of the concatenated analysis, comparisons of results between this approach and concatenated analyses provides added perspective on the relative robustness of species-level phylogenetic inferences.
However, Madagascar's rain forests are unusually stochastic in terms of rainfall, temperature, and exposure to cyclones [ 5], which may violate theoretical assumptions of relative stability by continually resetting the ecological stage.
Another difficulty in analyzing vaccine trials is that common study designs may violate the assumptions of standard statistical methods to estimate the protection conferred by a given pairing of antibody level and trial arm.
43 Although cost data are often right skewed because a few patients use very high amounts of resource, producing a distribution that may violate the assumptions of standard statistical tests, it is not clear that the many alternative approaches suggested, such as bootstrapping, provide more reliable test results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com