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Statistical analysis refers to a collection of methods used to process large amounts of data and report overall trends. Statistical analysis is particularly useful when dealing with noisy data. Statistical analysis provides ways to objectively report on how unusual an event is based on historical data. Statistics is defined as the mathematics of the collection, organization, and interpretation of numerical data, especially the analysis of population characteristics by inference from sampling.