find the standard deviation for the group of data items. the standard deviation is (round to two decimal…

find the standard deviation for the group of data items. the standard deviation is (round to two decimal places as needed.)
Answer
Explanation:
Step1: Write out the data items
From the stem - and - leaf plot, the data items are (x_1 = 26), (x_2=33), (x_3 = 36), (x_4=43), (x_5 = 46). The number of data items (n = 5).
Step2: Calculate the mean (\bar{x})
The mean formula is (\bar{x}=\frac{\sum_{i = 1}^{n}x_i}{n}). (\sum_{i=1}^{5}x_i=26 + 33+36 + 43+46=184). (\bar{x}=\frac{184}{5}=36.8).
Step3: Calculate ((x_i-\bar{x})^2) for each (i)
- For (x_1 = 26): ((26 - 36.8)^2=(- 10.8)^2 = 116.64)
- For (x_2=33): ((33 - 36.8)^2=(-3.8)^2 = 14.44)
- For (x_3 = 36): ((36 - 36.8)^2=(-0.8)^2=0.64)
- For (x_4=43): ((43 - 36.8)^2=(6.2)^2 = 38.44)
- For (x_5 = 46): ((46 - 36.8)^2=(9.2)^2 = 84.64)
Step4: Calculate the variance (s^2)
The variance formula for a sample (also used when the population is not specified) is (s^2=\frac{\sum_{i = 1}^{n}(x_i-\bar{x})^2}{n - 1}). (\sum_{i = 1}^{5}(x_i-\bar{x})^2=116.64+14.44 + 0.64+38.44+84.64=254.8). (s^2=\frac{254.8}{4}=63.7).
Step5: Calculate the standard deviation (s)
The standard deviation formula is (s=\sqrt{s^2}). (s=\sqrt{63.7}\approx7.98).
Answer:
(7.98)