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The Kolmogorov-Smirnov and Anderson-Darling Tests Are Based on the ECDF

question 70

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The Kolmogorov-Smirnov and Anderson-Darling tests are based on the ECDF (Empirical Cumulative Distribution Function).


Definitions:

Correlation Coefficient

A statistical measure that calculates the strength and direction of a linear relationship between two variables.

Linearly Related

Describes a relationship between two variables where a change in one variable causes a proportional change in another variable.

Correlation Coefficient

A numerical measure that indicates the extent of a statistical relationship between two variables, ranging from -1 to 1.

Box Plots

A graphical representation of the distribution of data based on a five-number summary: minimum, first quartile, median, third quartile, and maximum.

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