Knowee
Questions
Features
Study Tools

Question 4Which measure of variability is most likely to be affected by an outlier?1 pointStandard deviationMeanVarianceBRange

Question

Question 4Which measure of variability is most likely to be affected by an outlier?1 pointStandard deviationMeanVarianceBRange

🧐 Not the exact question you are looking for?Go ask a question

Solution

The measure of variability that is most likely to be affected by an outlier is the "Range". Here's why:

  1. The range is simply the difference between the highest and the lowest value in the data set. So, if there is an outlier (a value that is significantly higher or lower than the rest of the data), it will directly affect the calculation of the range.

  2. The standard deviation and variance are also affected by outliers, but they involve all data points in their calculations, not just the highest and lowest. Therefore, a single outlier might have less impact on these measures compared to the range.

  3. The mean is not a measure of variability, but a measure of central tendency. While it can be affected by outliers, it's not a measure of how spread out the data is, so it's not the correct answer to this question.

This problem has been solved

Similar Questions

Question 1Which measure of central tendency is the most affected by an outlier in the data set?1 pointMedianModeMeanMidpoint

Which of the following is not affected by outliers?

Which measure is least affected by outliers in a numerical dataset?MaximumMeanMinimumMedianSee all questionsBackNext question

Which of the following is not a measure of variability?Question 9Answera.Modeb.Standard deviationc.Ranged.Variance

Question 4Which measure of central tendency is least affected by outliers and can be used to summarize all levels of measurement (nominal, ordinal, interval, and ratio)?1 pointMedianMeanModeRange

1/3

Upgrade your grade with Knowee

Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.