listed below are prices in dollars for one night at different hotels in a certain region. find the range…

listed below are prices in dollars for one night at different hotels in a certain region. find the range, variance, and standard deviation for the given sample data. include appropriate units in the results. how useful are the measures of variation for someone searching for a room? 250 289 190 122 219 194 75 108 the range of the sample data is 214 dollars. (round to one decimal place as needed.) the standard deviation of the sample data is (round to one decimal place as needed.)
Answer
Explanation:
Step1: Calculate the mean
First, find the sum of the data values: $250 + 289+190 + 122+219+194+75+108=1447$. There are $n = 8$ data - points. The mean $\bar{x}=\frac{1447}{8}=180.875$ dollars.
Step2: Calculate the squared differences
For each data - point $x_i$, calculate $(x_i-\bar{x})^2$. For $x_1 = 250$: $(250 - 180.875)^2=(69.125)^2 = 4778.265625$. For $x_2 = 289$: $(289 - 180.875)^2=(108.125)^2 = 11690.515625$. For $x_3 = 190$: $(190 - 180.875)^2=(9.125)^2 = 83.265625$. For $x_4 = 122$: $(122 - 180.875)^2=(-58.875)^2 = 3467.265625$. For $x_5 = 219$: $(219 - 180.875)^2=(38.125)^2 = 1453.515625$. For $x_6 = 194$: $(194 - 180.875)^2=(13.125)^2 = 172.265625$. For $x_7 = 75$: $(75 - 180.875)^2=(-105.875)^2 = 11218.515625$. For $x_8 = 108$: $(108 - 180.875)^2=(-72.875)^2 = 5317.765625$.
Step3: Calculate the variance
The sample variance $s^2=\frac{\sum_{i = 1}^{n}(x_i-\bar{x})^2}{n - 1}$. $\sum_{i = 1}^{8}(x_i-\bar{x})^2=4778.265625+11690.515625+83.265625+3467.265625+1453.515625+172.265625+11218.515625+5317.765625 = 38181.375$. $s^2=\frac{38181.375}{7}\approx5454.5$.
Step4: Calculate the standard deviation
The sample standard deviation $s=\sqrt{s^2}=\sqrt{5454.5}\approx73.8$ dollars.
Answer:
The standard deviation of the sample data is $73.8$ dollars.