Tag: outliers


BOX PLOT

Introduction and Definition of the Box Plot The box plot, also formally known as the box-and-whisker plot, stands as one of the most fundamental and versatile tools in the field of descriptive statistics. It offers a standardized, graphical method for displaying the distribution of a set of numerical data based on the five-number summary. Unlike […]

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FIVE-NUMBER SUMMARY

Introduction to the Five-Number Summary The five-number summary represents a fundamental tool within descriptive statistics, providing a concise, non-parametric method for summarizing the distribution of a set of numerical data. This technique distills potentially massive and complex datasets into five key statistics, enabling statisticians and researchers to gain rapid insight into the data’s central tendency, […]

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ANOMALY

Introduction to Anomaly: Deviation from Established Norms The term anomaly, derived from the Greek anomalía, signifying unevenness or irregularity, refers fundamentally to an event, observation, behavior, or finding that deviates significantly from what is considered standard, expected, or typical within a given domain. In the broadest sense, an anomaly represents a rupture in pattern recognition, […]

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