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Since variables conforming only to nominal or ordinal measurements can not be moderately calculated numerically, in some cases They are really grouped jointly as categorical variables, whereas ratio and interval measurements are grouped with each other as quantitative variables, which may be either discrete or continual, because of their numerical nature. This sort of distinctions can generally be loosely correlated with facts type in Laptop or computer science, in that dichotomous categorical variables can be represented With all the Boolean data kind, polytomous categorical variables with arbitrarily assigned integers inside the integral info variety, and continual variables with the real details form involving floating-level arithmetic.
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A statistical product may be used or not, but generally EDA is for viewing what the data can tell us outside of the formal modeling or hypothesis tests process. Misuse[edit]
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Statistics can be used to predicatively build art, as within the statistical or stochastic tunes invented by Iannis Xenakis, exactly where the tunes is functionality-distinct.
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