In: Statistics and Probability
A sample of size n = 10 n=10 is drawn from a population. The data is shown below. 98.8 110.5 117.2 100.2 135.2 135.2 135.2 115.8 125.8 106.6 What is the range of this data set?
range =
What is the standard deviation of this data set? (Remember, it is a sample.) Please report the answer with appropriate rounding, reporting 2 more decimal places than the original data. Please, please, please do not calculate the value by hand.
stdev =
Range is the subtraction of largest observation to the smallest observation i.e.,
Range = Largest observation - smallest observation
From the data, largest observation is 135.2
and smallest data is 98.8
So, range = 135.2-98.8 = 36.4
Therefore, range is 36.4
Standard deviation of a sample is given as,
First find mean of the data,
98.8 | -19.25 | 370.5625 |
110.5 | -7.55 | 57.0025 |
117.2 | -0.85 | 0.7225 |
100.2 | -17.85 | 318.6225 |
135.2 | 17.15 | 294.1225 |
135.2 | 17.15 | 294.1225 |
135.2 | 17.15 | 294.1225 |
115.8 | -2.25 | 5.0625 |
125.8 | 7.75 | 60.0625 |
106.6 | -11.45 | 131.1025 |
Total 1825.505 |
Therefore, standard deviation is 14.242
This can also be obtain using R software as,
First define the data in vector form as
x<-c(98.8 ,110.5, 117.2, 100.2, 135.2, 135.2, 135.2, 115.8, 125.8, 106.6)
Now using function range() and sd() we can find our desire result
range(x) ## this will give the smallest and largest observation
98.8 135.2
sd(x) ## this will give standard deviation of the sample
14.24198