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The range is very sensitive to outliers. Indeed if there are outliers then the range will be unrelated to any other elements of the sample.

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11y ago

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Is range a measure of variability?

Yes. The greater the range, the greater the variability.


What is the disadvantage of using the range to compare the variability of data sets?

The range depends only on the two extreme values. It does not distinguish between the cases where the remaining values are all clustered around the middle, or all are at either extreme or are evenly spread out between the extremes, or distributed according to some other pattern.


What is the pattern of a variability within a data set called?

The range, inter-quartile range (IQR), mean absolute deviation [from the mean], variance and standard deviation are some of the many measures of variability.


What is Median to range as central tendency is to?

Variability


The interquartile range is used as a measure of variability to overcome what difficulty of the range?

the range influences the extreme


What is cultural variability?

it is a range of variations between cultures.


Does variability include mean median mode and range?

No, it does not


What is variability in math terms?

range,mode ,mean and cluster


What does variability mean in math?

Variability is an indicationof how widely spread or closely clustered the data valuesnare. Range, minimum and maximum values, and clusters in the distribution give some indication of variability.


Advantage and disadvantage of range?

The advantage of range in a set of data is that it provides a simple measure of the spread or dispersion of the values. It is easy to calculate by subtracting the minimum value from the maximum value. However, the disadvantage of range is that it is heavily influenced by outliers, as it only considers the two extreme values and may not accurately represent the variability of the entire dataset. For a more robust measure of dispersion, other statistical measures such as standard deviation or interquartile range may be more appropriate.


Which measure of variability is used most often in conjunction with the mean?

range


How does finding the IQR hep you identify the variability of set of data?

The IQR gives the range of the middle half of the data and, in that respect, it is a measure of the variability of the data.