Frazier Bryant
01/06/2024 · Middle School
(D) Which of the following statements is true regarding outliers? \begin{tabular}{|l|l}\( \mid \) A & They are data points that lie together with the rest of the points. \\ \hline C & They can produce residuals with small magnitudes and are usually complex to identify on scatter plots. \\ \hline D & They may simply be data points that conform to the general trend. \end{tabular}
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The correct statement regarding outliers is:
D & They may simply be data points that conform to the general trend.
Outliers are data points that deviate significantly from the other data points in a dataset. They can be either unusually high or unusually low values. While outliers can sometimes indicate errors or anomalies, they can also be valid data points that conform to the general trend but are simply more extreme. Therefore, statement D is the most accurate.
Quick Answer
Outliers can be data points that conform to the general trend.
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