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Basic descriptive statistics were then run to check that the data met the statistical assumptions required by multiple regression analysis.
Multicomponent procedures based on statistical assumptions and algorithms are explained.
Size data were square-root transformed to meet statistical assumptions of normality and variance homogeneity.
Safe limits for consumption of these agents are based on statistical assumptions, often provided by companies who make the additives.
All statistical assumptions were met e.g. normality and constant variances and data were checked for potential outliers20.
The researchers relaxed some previous statistical assumptions, such as that all groups of people would have similar rates of recovery.
BRTs can deal with missing data, outliers, non-linearity, multicollinearity, irrelevant predictors, and violations of traditional statistical assumptions including independence of data and unequal variances29,32.
People who analyze the data, making a few statistical assumptions, can produce a list ranking teachers from best to worst.
This allows the working immunologist to proceed without being encumbered by imposed and often untestable statistical assumptions.
Census tract geography may also capture non-exchangeable populations in socially stratified cities, impacting statistical assumptions of independence.
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In short, the likelihood of very large impacts is greater than we would expect under typical statistical assumptions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com