In this problem, we explore the effect on the standard deviation of multiplying each data value in a data set by the same constant. Consider the data set 17, 6, 13, 6, 7.
(a) Use the defining formula, the computation formula, or a
calculator to compute s. (Round your answer to one decimal
place.)
s =
(b) Multiply each data value by 2 to obtain the new data set 34,
12, 26, 12, 14. Compute s. (Round your answer to one
decimal place.)
s =
(c) Compare the results of parts (a) and (b). In general, how does
the standard deviation change if each data value is multiplied by a
constant c?
Multiplying each data value by the same constant c results in the standard deviation increasing by c units.Multiplying each data value by the same constant c results in the standard deviation being |c| times as large. Multiplying each data value by the same constant c results in the standard deviation being |c| times smaller.Multiplying each data value by the same constant c results in the standard deviation remaining the same.
(d) You recorded the weekly distances you bicycled in miles and
computed the standard deviation to be s = 2.6 miles. Your
friend wants to know the standard deviation in kilometers. Do you
need to redo all the calculations?
Yes or No
Given 1 mile ≈ 1.6 kilometers, what is the standard deviation in
kilometers? (Enter your answer to two decimal places.)
s = km
(a)
n = 5
x | x - | (x - )2 |
17 | 7.2 | 51.84 |
6 | -3.8 | 14.44 |
13 | 3.2 | 10.24 |
6 | -3.8 | 14.44 |
7 | -2.8 | 7.84 |
Total = | 98.8 |
Standard Deviation (s) is given by:
(b)
n = 5
x | x - | (x - )2 |
34 | 14.4 | 207.36 |
12 | -7.6 | 57.76 |
26 | 6.4 | 40.96 |
12 | -7.6 | 57.76 |
14 | -5.6 | 31.36 |
Total = | 395.2 |
Standard Deviation (s) is given by:
(c)
Correct option:
Multiplying each data value by the same constant c results in the standard deviation being |c| times as large.
(d)
(i)
Correct option:
No
(ii)
s = 2.6 X 1.6 = 4.16
So,
Answer is:
s = 4.16 km
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