In: Statistics and Probability
The following data represent the number of touchdown passes thrown by a particular quarterback during his first 18 seasons. Verify that Chebyshev's Theorem holds true by determining the percent of observations that fall within
plus or minus±one,
two, and three standard deviations from the mean.
| 
 00  | 
 1919  | 
 1616  | 
 3333  | 
 4040  | 
 3737  | 
 3131  | 
 3333  | 
 2222  | 
|
| 
 2020  | 
 3434  | 
 2727  | 
 3434  | 
 3232  | 
 1717  | 
 1919  | 
 2929  | 
 2525  | 
What is the mean of the data set?
x overbar=
(Type an integer or decimal rounded to two decimal places as needed.)
What is the standard deviation of the data set?
s=
(Round to two decimal places as needed.)
Calculate the interval
x overbarxplus or minus±s.
x overbarxplus or minus±=( , )
(Round to two decimal places as needed. Type your answer in interval notation.)
What percentage of the data values fall within the interval
x overbarxplus or minus±s?
The percentage of data values that fall within the interval is
nothing%
(Round to the nearest percent as needed.)
Calculate the interval
x overbarxplus or minus±2s.
x overbarxplus or minus±2sequals=left parenthesis nothing comma nothing right parenthesis,
(Round to two decimal places as needed. Type your answer in interval notation.)
What percentage of the data values fall within the interval
x overbarxplus or minus±2s?
That percentage of data values that fall within the interval is
nothing%
(Round to the nearest percent as needed.)
Calculate the interval
x overbarxplus or minus±3s.
x overbarxplus or minus±3sequals=left parenthesis nothing comma nothing right parenthesis,
(Round to two decimal places as needed. Type your answer in interval notation.)
What percentage of the data values fall within the interval
x overbarxplus or minus±3s?
That percentage of data values that fall within the interval is
nothing%
(Round to the nearest percent as needed.)
Do these percentages agree with Chebyshev's Theorem?
A.The percentage for
x overbarxplus or minus±2s
does not agree with Chebyshev's Theorem.
B.
All the percentages agree with Chebyshev's Theorem.
C.The percentage for
x overbarxplus or minus±3s
does not agree with Chebyshev's Theorem.
D.
None of the percentages agree with Chebyshev's Theorem.
Given Data
| Data | 0 | 19 | 16 | 33 | 40 | 37 | 31 | 33 | 22 | 
| 20 | 34 | 27 | 34 | 32 | 17 | 19 | 29 | 25 | 
Mean 
 = 
 = 26.00
Std dev s = 
 = 9.77

s = (
- s , 
 + s) = (26 - 9.77 , 26 + 9.77) = ( 16.23, 35.77)
14 observations are there in this range that will be 100*14/18 = 78%

2s = (
- 2s , 
 + 2s) = (26 - 2*9.77 , 26 + 2*9.77) = ( 6.46 , 45.54)
17 observations are there in this range that will be 100*17/18 = 94%

3s = (
- 3s , 
 + 3s) = (26 - 3*9.77 , 26 + 3*9.77) = ( -3.31 , 55.31)
18 observations are there in this range that will be 100*18/18 = 100%
Do these percentages agree with Chebyshev's Theorem?
D.
None of the percentages agree with Chebyshev's Theorem.
As per the chebyshev's theorem 
 percent of the data will lie in the k std dev.
for k =1 percentage = 0
for k = 2 percentage = 75%
for k = 3 percentage = 89%
for the given data None of the percentages agree with Chebyshev's Theorem.