A government health organization publishes information on AIDS in a weekly report. During one year, the number of provisional cases of AIDS for each of 50 regions is as shown below. Solve parts (a) through (d) below.
5656 |
2424 |
1212 |
590590 |
107107 |
650650 |
64676467 |
10251025 |
15531553 |
778778 |
|
599599 |
11561156 |
652652 |
193193 |
131131 |
7070 |
320320 |
55 |
1212 |
4444 |
|
9797 |
193193 |
14341434 |
894894 |
8686 |
989989 |
720720 |
13471347 |
47914791 |
195195 |
|
158158 |
464464 |
465465 |
190190 |
577577 |
220220 |
48714871 |
1313 |
2323 |
88 |
|
360360 |
118118 |
686686 |
7979 |
265265 |
534534 |
233233 |
61906190 |
1818 |
8989 |
a. Obtain the standard deviation of the variable "number of provisional AIDS cases" for the population of 50 regions.
sigmaσequals=nothing
cases
(Round to two decimal places as needed.)
b. Consider simple random samples without replacement from the population of 50 regions. Strictly speaking, what is the correct formula for obtaining the standard deviation of the sample mean? Let n be the sample size and N be the population size. Fill in the correct answers below.
The formula is
▼
because the sampling is done
without
replacement from a(n)
finite
population.c. Referring to part (b), obtain
sigma Subscript x overbarσx
for simple random samples of size
2525
by using both formulas.
sigma Subscript x overbarσx |
equals= |
StartFraction sigma Over StartRoot n EndRoot EndFractionσn |
equals= |
2525 |
|
(Round to two decimal places as needed.) |
sigma Subscript x overbarσx |
equals= |
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionN−nN−1•σn |
equals= |
nothing |
|
(Round to two decimal places as needed.) |
Why does
sigma Subscript x overbar Baseline equals StartFraction sigma Over StartRoot n EndRoot EndFractionσx=σn
provide such a poor estimate of the true value given by
sigma Subscript x overbar Baseline equals StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionσx=N−nN−1•σn?
As the value of n gets farther from 1, the value of
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRootN−nN−1
gets
▼
1, so the value of
StartFraction sigma Over StartRoot n EndRoot EndFractionσn
gets
▼
the true value of
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionN−nN−1•σn.
d. Referring to part (b), obtain
sigma Subscript x overbarσx
for simple random samples of size
44
by using both formulas.
sigma Subscript x overbarσx |
equals= |
StartFraction sigma Over StartRoot n EndRoot EndFractionσn |
equals= |
nothing |
|
(Round to two decimal places as needed.) |
sigma Subscript x overbarσx |
equals= |
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionN−nN−1•σn |
equals= |
nothing |
|
(Round to two decimal places as needed.) |
Why does
sigma Subscript x overbar Baseline equals StartFraction sigma Over StartRoot n EndRoot EndFractionσx=σn
provide a somewhat reasonable estimate of the true value given by
sigma Subscript x overbar Baseline equals StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionσx=N−nN−1•σn?
As the value of n gets closer to 1, the value of
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRootN−nN−1
gets
▼
1, so the value of
StartFraction sigma Over StartRoot n EndRoot EndFractionσn
gets
▼
the true value of
StartRoot StartFraction Upper N minus n Over Upper N minus 1 EndFraction EndRoot times StartFraction sigma Over StartRoot n EndRoot EndFractionN−nN−1•σn.
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