- 1 Marks
Question
Which of the following does NOT give an indication of the degree of clustering
around the value of an array?
A. Variance
B. Mean
C. Standard deviation
D. Range
E. Quartile deviation
Answer
Answer:
The correct answer is B. Mean
Explanation:
- Variance: Measures the average squared deviation from the mean. It indicates how spread out the data is from the central value.
- Mean: The arithmetic average of a set of values. It does not provide information about the spread or clustering of data points.
- Standard deviation: The square root of the variance. It measures the average distance between each data point and the mean.
- Range: The difference between the maximum and minimum values in a dataset. It gives an indication of the overall spread of the data.
- Quartile deviation: Half the difference between the first and third quartiles. It provides information about the spread of the middle 50% of the data.
Among these options, only the mean does not provide information about the degree of clustering or spread of data points. The mean is a measure of central tendency, while the other options are measures of dispersion or spread, which do indicate how clustered or dispersed the data is around a central value.
- Tags: Clustering, Data Distribution, Statistical Measures
- Level: Level 1
- Topic: Statistics
- Series: MAY 2016
- Uploader: Kwame Aikins