An opinion poll asks an SRS of 1500 adults, "Do you happen to jog?" Suppose that the population proportion who jog (a parameter) is p = 0.15. To estimate p, we use the proportion p-hat in the sample who answer "Yes." Justify the use of a normal approximation and find the following probabilities.
a) P(p > 0.16)
b) P(0.14 < p < 0.16)
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OpenStudy (anonymous):
@jim_thompson5910
jimthompson5910 (jim_thompson5910):
notice how
np = 1500*0.15 = 225
and how
n(1-p) = 1500(1-0.15) = 1275
OpenStudy (anonymous):
ok
jimthompson5910 (jim_thompson5910):
so because np > 5 and n(1-p) > 5, this allows us to use the normal distribution as an approximation to the binomial distribution given
OpenStudy (anonymous):
ok
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OpenStudy (anonymous):
P(p>0.16) :
jimthompson5910 (jim_thompson5910):
so instead of using that binomial distribution calculator from that last problem we did, we use the normal distribution calculator from wolfram alpha
OpenStudy (anonymous):
Kk!
OpenStudy (anonymous):
im there
jimthompson5910 (jim_thompson5910):
ok p = 0.16 means 16%,
so take 16% of 1500 to get 0.16*1500 = 240
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OpenStudy (anonymous):
alright
OpenStudy (anonymous):
240
jimthompson5910 (jim_thompson5910):
now calculate the mean and std dev
mean: 1500*0.15 = 225
std dev: sqrt(1500*0.15*(1-0.15)) = 13.82932
OpenStudy (anonymous):
kk did
jimthompson5910 (jim_thompson5910):
ok now you type in these four values in the four boxes
225
13.82932
240
500 ... (or some other big number 3 std dev away from the mean)
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OpenStudy (anonymous):
kk i did
jimthompson5910 (jim_thompson5910):
and you got what
OpenStudy (anonymous):
.139
jimthompson5910 (jim_thompson5910):
good
jimthompson5910 (jim_thompson5910):
that's your answer to part a
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OpenStudy (anonymous):
ok:) now b?
OpenStudy (anonymous):
?
jimthompson5910 (jim_thompson5910):
14% of 1500 = ??
OpenStudy (anonymous):
210
jimthompson5910 (jim_thompson5910):
so that's your new left endpoint
your new right endpoint is 240
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OpenStudy (anonymous):
kk
OpenStudy (anonymous):
is the answer 0.7219?
jimthompson5910 (jim_thompson5910):
you got it
OpenStudy (anonymous):
yay thanks! only a few multiple choice plz then im done i promise ahah