In: Statistics and Probability
Find the range, variance, and standard deviation for the given sample data. Include appropriate units in the results.
Listed below are the measured radiation absorption rates (in W/kg) corresponding to various cell phone models. If one of each model is measured for radiation and the results are used to find the measures of variation, are the results typical of the population of cell phones that are in use?
1.331.33 |
1.031.03 |
1.071.07 |
0.770.77 |
1.051.05 |
0.720.72 |
1.191.19 |
1.291.29 |
0.560.56 |
The range of the sample data is
Upper W divided by kg.W/kg.
left parenthesis Upper W divided by kg right parenthesis squared .(W/kg)2.
kg.kg.
W.W.
Upper W divided by kg.W/kg.
(Round to three decimal places as needed.)
Sample standard
deviationequals=nothing
▼
kg.kg.
Upper W divided by kg.W/kg.
left parenthesis Upper W divided by kg right parenthesis squared .(W/kg)2.
W.W.
(Round to three decimal places as needed.)
Sample
varianceequals=nothing
▼
left parenthesis Upper W divided by kg right parenthesis squared .(W/kg)2.
W.W.
kg.kg.
Upper W divided by kg.W/kg.
(Round to three decimal places as needed.)
If one of each model is measured for radiation and the results are used to find the measures of variation, are the results typical of the population of cell phones that are in use?
A.
No, because it is necessary to have at least 5 of each cell phone in order to get a meaningful result. Only including one of each cell phone model is not representative of each cell phone model.
B.
Yes, because the results from any sample of cell phones will be typical of the population.
C.
Yes, because each model is being represented in the sample. Any sample that considers all possible cell phone models will produce results typical of the population of cell phones.
D.
No, because some models of cell phones will have a larger market share than others. Measures from different models should be weighted according to their size in the population.
(1)
Range = Maximum - Minimum
= 1.33 - 0.56
= 0.77
The range of the sample data is 0.77 W/Kg
(2)
From the given data, the following statistics are calculated:
n = 9
- 9.01/9 = 1.001
x | (x - ) | (x - )2 |
1.33 | 0.3289 | 0.1082 |
1.03 | 0.0289 | 0.0008 |
1.07 | 0.0689 | 0.0047 |
0.77 | - 0.2311 | 0.0534 |
1.05 | 0.0489 | 0.0023 |
0.72 | - 0.2811 | 0.0790 |
1.19 | 0.1889 | 0.0357 |
1.29 | 0.2889 | 0.0835 |
0.56 | - 0.4411 | 0.1946 |
Total = | 0.5623 |
Sample Standard Deviation (s) is given by:
Sample Standard Deviation = 0.265 W/Kg
(3)
Sample Variance (s2) is given by:
So,
Sample Variance = 0.070 W2/Kg2
(4)
Correct option:
C.
Yes, because each model is being represented in the sample. Any sample that considers all possible cell phone models will produce results typical of the population of cell phones.