In: Statistics and Probability
Listed below are the top 10 annual salaries (in millions of dollars) of TV personalities. Find the range, variance, and standard deviation for the sample data. Given that these are the top 10 salaries, do we know anything about the variation of salaries of TV personalities in general? 41 39 37 29 17 16 13 10 9.8 9.0 The range of the sample data is $ nothing million. (Type an integer or a decimal.) The variance of the sample data is nothing. (Round to two decimal places as needed.) The standard deviation of the sample data is $ nothing million. (Round to two decimal places as needed.) Is the standard deviation of the sample a good estimate of the variation of salaries of TV personalities in general?
Let's use excel to find descriptive statistics
Step 1) Enter the given data in excel
Step 2) Click on Data >>>Data Analysis>>>Descriptive Statistics>>>OK
Step 3) Input Range: Select the range of the column A
Then select Labels in first row
Click on output range : select any empty cell and then click on OK
Look the following box
so we get the following output
From the above output
Range = 32 ( 41 - 9)
Variance = 169.75
Standard deviation = 13.03
Yes, the standard deviation of the sample is a good estimate of the variation of salaries of TV personalities in general
Because it is less affected to the extreme observations than the range.
Also it depend on all the observations in the data set.
Note that range depend on only two values as maximum observation and minimum observation.