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The cost of a daily newspaper varies from city to city. However, the variation among prices remains steady with a standard deviation of 20c. A study was done to test the claim that the mean cost of a daily newspaper is 1.00. Twelve costs yield a mean cost of 95%with a standard deviation of 18c. Do the data support the claim at the 1%level?

Short Answer

Expert verified

(a) The null hypothesis is localid="1650213643946" H0:=1USD.

(b) The alternative hypothesis is: localid="1650213651502" Ha:1USD.

(c) A random variable localid="1650213734663" Xis the average cost of a daily newspaper.

(d) For this test, we use a normal distribution with parameters localid="1650213669545" =1,/n=0.2/12.

(e) The test statistic for this test is: localid="1650213680892" z=-0.866.

(f) localid="1650213689191" P-valuefor this test is: localid="1650213702809" p=0.386.

(g) For this test, we have provided a graph.

(h) localid="1650213719425" i. Level of confidence localid="1650213710887" =0.01. localid="1650213726872" ii. Decision: we do not reject localid="1650213743032" H0:.localid="1650213772196" iii. Reason for decision: The localid="1650213780425" p-valueis greater than localid="1650213788509" 0.01.iv. Conclusion: At a level of significance localid="1650213796781" 1%, there is insufficient evidence to conclude that the mean cost of a daily newspaper is not localid="1650213803659" 1.00USD.(i) A localid="1650213810843" 95%localid="1650213818810" CIon the population mean is localid="1650213826169" 0.841.06.

Step by step solution

01

Explanation for Part (a) and (b):

The mean cost of a daily newspaper is 1.00USD

(a)So, the null hypothesis is: HO:1USD

(b)and the alternative hypothesis is: localid="1650213850458" Ha:1USD.

02

Part (c) and (d).

(c) The random variable localid="1650214243995" Xis the average cost of a daily newspaper.

(d) The distribution to use for the test is a normal distribution with parameters localid="1650214278401" =1,/n=localid="1650214286464" 0.2/12.

we use normal distribution because the population standard deviation is known.

03

Part (e).

(e) The test statistic for this test is:

localid="1650214300197" z=x-/n=0.95-10.2/12=-0.866

04

Part (f).

(f) So, the localid="1650214313924" p-valuefor this test is:

localid="1650214321514" =2P{x<0.95}=0.386.

05

Part (g)

(g) The graph for this problem is:

06

Part (h) i,ii,iii

(h): ilevel of confidence: =1%=0.01,

ii.Decision: we do not reject localid="1650214495265" H0,

iii.Reason for decision.

When the localid="1650214503866" p-valueis greater than the established alpha value we do not reject the null hypothesis.

Now, we see that:localid="1650214512359" p-value=0.386>0.01=.

07

Part (h)iv

At a level of significance 1%, there is insufficient evidence to conclude that the mean cost of a daily newspaper is not 1.00USD.

If xand sare the mean and standard deviation of a random sample from a normal distribution with known variance 2,100(1-)%confidence interval on is given by

x-z12nx+z2n (Equation 1)

Where z2is the upper 1002percentage point of the normal distribution

08

Part (i):

(i) We need to find a localid="1650214599220" 95%CIon the population mean, then

localid="1650214608627" 2=0.025z2=z0.025=1.96(Equation 2)

09

From equation (1) and (2):

We get:

0.95-1.960.20120.95+1.960.20120.95-1.960.1130.95-1.960.113

Therefore, a 9.5%clthe population means is: 0.841.06

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