QUESTION IMAGE
Question
use the magnitudes (richter scale) of the 120 earthquakes listed in the accompanying data table. use technology to find the range, variance, and standard deviation. if another value, 7.00, is added to those listed in the data set, do the measures of variation change much? click the icon to view the table of magnitudes. without the extra data value, the range is (type an integer or decimal rounded to three decimal places as needed.) without the extra data value, the standard deviation is (type an integer or decimal rounded to three decimal places as needed.) without the extra data value, the variance is (type an integer or decimal rounded to three decimal places as needed.) with the extra data value, the range is (type an integer or decimal rounded to three decimal places as needed.) with the extra data value, the standard deviation is (type an integer or decimal rounded to three decimal places as needed.) with the extra data value, the variance is (type an integer or decimal rounded to three decimal places as needed.) do the measures of variation change much with the extra data value? choose the the ranges are the variances are
Step1: Define range formula
Range = Max - Min
Step2: Define variance formula
$s^{2}=\frac{\sum_{i = 1}^{n}(x_{i}-\bar{x})^{2}}{n - 1}$
Step3: Define standard - deviation formula
$s=\sqrt{\frac{\sum_{i = 1}^{n}(x_{i}-\bar{x})^{2}}{n - 1}}$
Step4: Calculate without extra value
Using statistical software (e.g., Excel, R, Python's numpy and scipy.stats), input the 120 earthquake magnitude values. Calculate the maximum and minimum values to get the range. Calculate the mean $\bar{x}$, then the squared - differences $(x_{i}-\bar{x})^{2}$, sum them up, and divide by $n - 1$ to get the variance. Take the square - root of the variance to get the standard deviation.
Step5: Calculate with extra value
Add the value 7.00 to the data set (now $n=121$). Repeat the above steps for range, variance, and standard deviation calculations.
Step6: Compare
Compare the range, variance, and standard deviation values before and after adding the extra value to determine if the measures of variation change much.
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Without the extra data value:
Range: <Value calculated>
Standard deviation: <Value calculated>
Variance: <Value calculated>
With the extra data value:
Range: <Value calculated>
Standard deviation: <Value calculated>
Variance: <Value calculated>
Do the measures of variation change much? <Yes/No based on comparison>