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We therefore need to refute popular 'push-pull' models, as they lead to misleading analyses on the nature, causes and future of migration.
Second, the unavoidable noise has more influence on the analysis of short time-series than on long time-series data, enhancing the difficulty in distinguishing real from random patterns and increasing the potential of misleading analyses [ 28].
In addition, by referring to the results of systematic monitoring, researchers can avoid using data that has been contaminated by instrumentation errors and thus prevent misleading analyses.
Yates and Healy [1] once stated, "It is depressing to find how much good biological work is in danger of being wasted through incompetent and misleading analyses of numerical results".
Will the publication of detailed clinical study reports enable subsequent ill intentioned or otherwise misleading analyses by others (such as spurious findings from data dredging)?
Potentially misleading analyses are published in the best biomedical journals and there is a plethora of algorithms and software of limited utility, sometimes questionable validity, and often based on inadequate understanding of the biological problems being addressed.
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Both taxa show only minor differences in sequence composition (table 2), which might mislead analyses of class level relationships.
Other studies focusing on metazoan phylogeny have suggested that the phylogenetic signal needed to resolve deep relationships is confined to slowly-evolving loci and that specific classes of genes may introduce noise that could mislead analyses [ 8, 31].
Long-branch attraction appears to be misleading parsimony analyses of nuclear small-subunit rDNA data, but model-based methods (maximum likelihood and Bayesian analyses) recover a topology that is congruent with the mitochondrial matR gene tree, thus providing compelling evidence for organismal relationships.
This gives hope that problematic morphological characters capable of misleading phylogenetic analyses may be able to be identified using modern comparative methods, a point stressed previously by McCracken et al. [152].
Furthermore, poor methodology in an EE study results in misleading ethical analyses, evaluations or recommendations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com