Question

In: Statistics and Probability

When is it best to use the mode as a measure of center? Describe what type...

  1. When is it best to use the mode as a measure of center? Describe what type of data would lead you to choosing the mode over the mean or median.
  1. If a set of numbers has a standard deviation of zero, what can you say about the numbers?
  1. If a set of grades for a class has a large range and a small standard deviation, what can you say about the class? Include an interpretation that is specific to grades in a class.
  2. Why is the median less affected by skewed data than the mean?
  1. Is most data likely to be skewed or symmetric?

Solutions

Expert Solution

1.The mode is the least used of the measures of central tendency and can only be used when dealing with nominal data. For this reason, the mode will be the best measure of central tendency (as it is the only one appropriate to use) when dealing with nominal data.

2.When the standard deviation is zero, there is no spread; that is, the all the Numbers are equal to each other.

3.Small standard deviation means less spread or the spread is concentrated.

but since range is large but it has the small standard deviation.That means the marks are concentrated over a small spread.

4.The median is the middle value in distribution when the values are arranged in ascending or descending order.

Hence,The median is less affected by outliers and skewed data than the mean, and is usually the preferred measure of central tendency when the distribution is not symmetrical.

5.most of the data are symmetric,but symmetry can be disturbed by adding some random data.

please rate my answer and comment for doubts.


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