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Refer to the study on ordering vegetarian considered in Examples 11.8-11.10.

a. Without making a guess for the observed values of the sample proportions, find the common sample size that will ensure a margin of error of at most 0.01for a 90%confidence interval. Hint: Use Exercise 11.133.

b. Find a90%confidence interval for p1-p2if, for samples of the size determined in part (a), 38.3%of the men and 43.7%of the women sometimes order veg.

c. Determine the margin of error for the estimate in part (b), and compare it to the required margin of error specified in part (a).

Short Answer

Expert verified

(a) The required sample size is 13531.

(b) The 90%confidence interval for p1-p2is (-0.0637,-0.0443).

(c) The margin of error in part (c) is smaller than the margin of error in part (a).

Step by step solution

01

Part (a) Step 1: Given information

Given in the question that, Refer to the study on ordering vegetarian considered in Examples 11.8-11.10.

we need to find the common sample size that will ensure a margin of error of at most 0.01 for a 90% confidence interval without making a guess for the observed values of the sample proportions,

02

Part(a) Step 2: Explanation

The given values are, E=0.01and 90%confidence interval.

n=0.5(zα2E)2

Here,n1=n2=n

Calculated the sample size

The confidence level is 90%, with a margin of error of 0.01.

Determine the value ofα.

Calculate the value of α,

90=100(1-α)α=0.1

n=0.5(za2E)2=0.5(1.6450.01)2=0.5(27060.25)=13530.1

Thus, the required sample size is 13531.

03

Part (b) Step 1: Given information

Given in the question that, Refer to the study on ordering vegetarian considered in Examples 11.8-11.10.

we need to find a 90%confidence interval for p1-p2if, for samples of the size determined in part (a), 38.3%of the men and 43.7%of the women sometimes order veg.

04

Part(b) Step 2: Explanation

The given values are, E=0.01and 90%confidence interval.

Cl=p∧1-p∧2±zα2p∧11-p∧1n1+p∧21-p∧2n2

Calculated the 90%confidence interval for p1-p2

localid="1651482144629" Cl=p∧1-p∧2±zα2p∧11-p∧1n1+p∧21-p∧2n2=(0.383-0.437)±1.645(0.383(1-0.383)13531+0.437(1-0.437)13531)=(-0,054)±1.645(0.0059)=-0.054±0.0097

localid="1651482162341" Cl=(-0.054-0.0097,-0.054+0.0097)=(-0.0637,-0.0443)

Therefore, the90%confidence interval for p1-p2 is(-0.0637,-0.0443).

05

Part (c) Step 1: Given information

Given in the question that, Refer to the study on ordering vegetarian considered in Examples 11.8-11.10.

we need to determine the margin of error for the estimate in part (b), and compare it to the required margin of error specified in part (a).

06

Part (c) Step 2: Explanation

The given values are, E=0.01and 90%confidence interval.

Cl=p∧1-p∧2±zα2p∧11-p∧1n1+p∧21-p∧2n2.

From the part (b), the margin of error is0.0097

Comparison:

The margin of error in part (c) is smaller than the margin of error in part (a).

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