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Statistics, which quantify the central tendency, variability, distribution, and correlations between characteristics in a facts sample, can provide an accurate image on the corresponding parameters of the complete inhabitants from which the sample is drawn based upon sample dimensions and distribution.

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the ailments for executing regression is normality and independence and hemogeny of variance for residuals

five. Logistic distribution – Logistic distribution can be a steady likelihood distribution whose cumulative distribution functionality will be the logistic function. It is similar to usual distribution but has the next kurtosis.

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