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Take ice cream gross sales and drowning incidents, that are positively correlated. This does not mean ice cream consumption causes drowning. Instead, a lurking variable—like scorching summer season weather—influences each. Understanding this distinction prevents misleading conclusions and fosters correct knowledge interpretat



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Variance and commonplace deviation measure the dispersion of a dataset. Variance quantifies the typical squared deviation from the mean, whereas the usual deviation is its sq. root, offering a measure of spread in the same models as the information. A small standard deviation signifies tightly clustered data, while a big one signifies spread-out val



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