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This example indicates that the determination of CPT as the coldest level from the profiles with different height resolutions may produce statistical differences when the multiple tropopause structures frequently appear.
The average age of the controls exceeded 50 years because we tried to avoid misincorporation of patients with late onset schizophrenia in the control group, while it may produce statistical bias potentially.
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However, it may be data are not yet mature enough to produce statistical significance, considering the association between reduction in invasive LR and improvement in breast cancer survival [ 54, 55].
The given sample size may produce only low statistical power and render null-effects unreliable.
Several models may produce equally good statistical fits for a set of data and it is therefore important when choosing a model to take account of biological or clinical considerations and not depend solely on statistical results.
A priori identification of biologically realistic model structure, combined with computational protections against these statistical problems, may produce more robust models of invasion risk.
Since only 4 pixels are used, this method may produce noticable "pattern noise" due to statistical fluctuations in regions of few counts.
Moreover, these gene sets may produce different results depending on the statistical algorithms used in complex analysis.
The use of smaller probing windows that slide over the genome lead to a large number of statistical tests, and this may produce many false positive results.
Classical dimensional analysis combined with statistical regression of such scaled data may produce apparent correlation of information resulting in "virtual" or "spurious" correlation.
A study with an insufficient sample size may not have sufficient statistical power to detect meaningful effects and may produce unreliable answers to important research questions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com