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By fostering inaccurate assumptions of relationships, continued use of these supergroup concepts may be deleterious to progress in studies of ecologically, medically, and industrially important protists.
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The developed methodology hence ensures lesser downscaling uncertainty and also eliminates the inherent assumption of relationship stationarity considered in many downscaling models.
In latent models, the distribution of participants into meaningful subgroups is based on probabilities and no assumptions of linear relationships, normal distributions, or homogeneity are required [ 28].
These procedures are well suited for arthropod community analysis [ 33, 34] since they avoid assumptions of linear relationships and are less susceptible to bias introduced by large numbers of zero counts in the data [ 35].
This is in line with earlier assumptions of a relationship between childhood adverse experiences and psychopathology.
However the insignificant difference in dV/dt between the diabetic and control end-systolic phase transition requires cautious interpretation since dV/dt measures are restricted as an indirect index of flow velocity only under assumptions of linear relationship between the variables concerned.
Be very transparent about your assumptions of the relationship and get clarity on his as well.
On the negative side, the assumption of linear relationships can be limited and subject to model misspecification.
We used these three methods to test the assumption of consistent relationships among immune indices at the species, subspecies, individual and temporal levels.
Classic statistical modeling requires the explicit assumption of certain relationships within the data that are often unproven.
We explored the assumption of linear relationships with generalized additive models, using the mgcv package in R software.
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