A histogram of a set of data indicates that the distribution of the data is skewed right. Which measure of central tendency will likely be larger, the mean or the median? Why?
Table of contents
- 1. Intro to Stats and Collecting Data1h 14m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically2h 5m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables3h 6m
- 6. Normal Distribution and Continuous Random Variables2h 11m
- 7. Sampling Distributions & Confidence Intervals: Mean3h 23m
- Sampling Distribution of the Sample Mean and Central Limit Theorem19m
- Distribution of Sample Mean - Excel23m
- Introduction to Confidence Intervals15m
- Confidence Intervals for Population Mean1h 18m
- Determining the Minimum Sample Size Required12m
- Finding Probabilities and T Critical Values - Excel28m
- Confidence Intervals for Population Means - Excel25m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 25m
- 9. Hypothesis Testing for One Sample3h 29m
- 10. Hypothesis Testing for Two Samples4h 50m
- Two Proportions1h 13m
- Two Proportions Hypothesis Test - Excel28m
- Two Means - Unknown, Unequal Variance1h 3m
- Two Means - Unknown Variances Hypothesis Test - Excel12m
- Two Means - Unknown, Equal Variance15m
- Two Means - Unknown, Equal Variances Hypothesis Test - Excel9m
- Two Means - Known Variance12m
- Two Means - Sigma Known Hypothesis Test - Excel21m
- Two Means - Matched Pairs (Dependent Samples)42m
- Matched Pairs Hypothesis Test - Excel12m
- 11. Correlation1h 24m
- 12. Regression1h 50m
- 13. Chi-Square Tests & Goodness of Fit2h 21m
- 14. ANOVA1h 57m
3. Describing Data Numerically
Median
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
Why is the considered a resistant measure of center in statistics?
A
Because the uses all data values in its calculation
B
Because the is not affected by extreme values or outliers in the data set
C
Because the is calculated by averaging all the data points
D
Because the always equals the in a symmetric distribution
Verified step by step guidance1
Understand what a measure of center is: it is a value that represents a typical or central point in a data set, such as the mean, median, or mode.
Recall that the median is the middle value when the data are ordered from smallest to largest, or the average of the two middle values if there is an even number of observations.
Recognize that the median is considered resistant because it depends only on the middle position(s) in the ordered data, not on the actual values of the extreme data points.
Contrast this with the mean, which is calculated by summing all data values and dividing by the number of values, making it sensitive to very large or very small values (outliers).
Therefore, the median remains stable and unaffected by extreme values or outliers, making it a resistant measure of center.
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