What Is the Purpose of a Cluster Analysis

question 1

Essay

What is the purpose of a cluster analysis?

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Definitions:

3-sigma Range Chart

A statistical chart used in quality control that illustrates the variation of a process within three standard deviations (3-sigma) from the mean, identifying outliers.

Average Range

In statistics, it is the mean difference between the largest and smallest values in a set of data, used as a measure of statistical dispersion.

3-sigma Control Limits

Statistical boundaries set at three standard deviations from the mean in a control chart, used to determine the variability of a process and identify potential outliers or trends.

Standard Deviation

A measure of the amount of variation or dispersion of a set of values.