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Select the outlier in the data set. \newline61,71,83,84,85,88,94,74461, 71, 83, 84, 85, 88, 94, 744

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Q. Select the outlier in the data set. \newline61,71,83,84,85,88,94,74461, 71, 83, 84, 85, 88, 94, 744
  1. Identify Outlier: List the data set and observe the values to identify any number that appears to be significantly different from the rest.\newlineData set: 61,71,83,84,85,88,94,74461, 71, 83, 84, 85, 88, 94, 744\newlineObservation: All numbers except for 744744 are within a similar range (6161 to 9494). The number 744744 stands out as it is much larger than the others.
  2. Calculate Range: To confirm the outlier, we can calculate the range and see if 744744 is far outside the typical range of the data.Range=Maximum valueMinimum value\text{Range} = \text{Maximum value} - \text{Minimum value}Range=74461=683\text{Range} = 744 - 61 = 683The range is heavily influenced by the number 744744, which suggests it is an outlier.
  3. Confirm Outlier: Another method to confirm the outlier is to calculate the mean and standard deviation and see if 744744 is more than 33 standard deviations away from the mean. However, in this case, since 744744 is clearly much larger than all other values and the next highest value is 9494, we can conclude that 744744 is an outlier without further calculations.

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