In: Statistics and Probability
Although your product, a word game, has a list price of $12.95, each store is free to set the price as it wishes. You have just completed a quick survey, and the marked prices at a random sample of stores that sell the product were as follows: $12.95, 9.95, 8.95, 12.95, 12.95, 9.95, 9.95, 9.98,13.00,9.95
a) Estimate the mean selling price you would have found had you been able to survey all stores selling your product.
b) for a typical store, approximately how different is the actual selling price from the average.
c) your marketing department believes that the games generally sell at a mean discount of 12% from the list price. Identify the hypotheses you would work with to test the population mean selling price against this belief.
d) Test the hypotheses from part c.
Given that,
population mean(u)=12.95
sample mean, x =11.058
standard deviation, s =1.581
number (n)=10
null, Ho: μ=12.95
alternate, H1: μ!=12.95
level of significance, α = 0.05
from standard normal table, two tailed t α/2 =2.262
since our test is two-tailed
reject Ho, if to < -2.262 OR if to > 2.262
we use test statistic (t) = x-u/(s.d/sqrt(n))
to =11.058-12.95/(1.581/sqrt(10))
to =-3.7843
| to | =3.7843
critical value
the value of |t α| with n-1 = 9 d.f is 2.262
we got |to| =3.7843 & | t α | =2.262
make decision
hence value of | to | > | t α| and here we reject Ho
p-value :two tailed ( double the one tail ) - Ha : ( p != -3.7843 )
= 0.0043
hence value of p0.05 > 0.0043,here we reject Ho
ANSWERS
---------------
a.
the mean selling price you would have found had you been able to
survey all stores selling your product.
sample mean, x =11.058
standard deviation, s =1.581
number (n)=10
b.
standard normal distribution approximately
null, Ho: μ=12.95
alternate, H1: μ!=12.95
c.
test statistic: -3.7843
critical value: -2.262 , 2.262
decision: reject Ho
p-value: 0.0043
d.
we have enough evidence to support the claim that the games
generally sell at a mean discount of 12% from the list price is
12.95$.