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x1=10,n1=20,x2=18,n2=30;

left-tailed test, α=0.10;80%confidence interval

a. Determine the sample proportions.

b. Decide whether using the two-proportions z-procedures is appropriate. If so, also do parts (c) and (d).

c. Use she two-proportions z-test to conduct the required hypothesis test.

d. Use the two-proportions z-interval procedure to find the specified confidence interval.

Short Answer

Expert verified

(a) The sample proportions are0.5and 0.6.

(b) The two-proportion z-Procedure is appropriate

(c) The data does not provide sufficient evidence to reject the null hypothesis at the10%level of significance.

(d) The specified confidence interval is -0.284to 0.084.

Step by step solution

01

Part (a) Step 1: Given information

Given in the question that,

x1=10,n1=20,x2=18,n2=30;

left-tailed test, α=0.10;80%confidence interval

we need to determine the sample proportions.

02

Part(a) Step 2: Explanation

The given values are,x1=10,n1=20,x2=18,n2=30,α=0.10, and 80%confidence interval.

The formula for p~1is given by,

p~1=x1n1

Substitute x1=10,n1=20

p~1=1020

=0.5

The formula for p~2is given by,

p~2=x2n2

p~2=1830

role="math" localid="1651479624421" =0.6

As a result the sample proportions are 0.5and 0.6.

03

Part (b) Step 1: Given information

Given in the question that,

x1=10,n1=20,x2=18,n2=30;

left-tailed test, α=0.10;80%confidence interval

we need to decide that whether using the two-proportions z-procedures is appropriate. If so, also do parts (c) and (d).

04

Part(b) Step 2: Explanation

The given values are, x1=10,n1=20,x2=18,n2=30,α=0.10, and 80%confidence interval.

To begin, calculate n1-x1and n2-x2 . After that, compare the outcome to 5. The two-proportion z-procedure technique is appropriate if it is more than or equal to 5.

The value of n1-x1is calculated as,

n1-x1=20-10

=10

The value of n2-x2is calculated as,

n2-x2=30-18

=12

The two-proportion z-procedure technique is appropriate because the values are more than 5. As a result, the two-proportion z-Procedure is appropriate.

05

Part (c) Step 1: Given information

Given in the question that,

x1=10,n1=20,x2=18,n2=30

left-tailed test, α=0.10;80%confidence interval

we need to use the two-proportions z-test to conduct the required hypothesis test.

06

Part (c) Step 2: Explanation

The given values are, x1=10,n1=20,x2=18,n2=30,α=0.10, and 80%confidence interval.

The formula for zis given by,

z=p~1-p~2p~p1-p~p1n1+1n2

The formula for p~pis given by,

p~p=x1+x2n1+n2

Substitute x1=10,n1=20,x2=18,n2=30

=10+1820+30

=2850

=0.56

07

Part (c) Step 3: Value of z

The value ofzis calculated as,

z=p~1-p~2p~p1-p~p1n1+1n2

=0.5-0.60.56(1-0.56)120+130

=-0.10.143

=-0.698

Perform the test at 10%level of significance that is α=0.1from table-IV (at the bottom) the value of

zα=1.282

z0.1=1.282

z-1.282is the rejected region. As a result, the test static does not fall into the reject zone. As a result, the hypothesis Hois rejected, and the test findings at the 10%level are not statistically significant.

As a result, the data does not provide sufficient evidence to reject the null hypothesis at the10%level of significance.

08

Part (d) Step 1: Given information

Given in the question that,

x1=10,n1=20,x2=18,n2=30;

left-tailed test, α=0.10;80%confidence interval

we need to find the specified confidence interval by using the two-proportions z-interval procedure

09

Part (d) Step 2: Explanation

The given values are, x1=10,n1=20,x2=18,n2=30,α=0.10, and 80%confidence interval.

For confidence level of (1-α)the confidence interval for p1-p2are

p^1-p^2±z1/2×p^11-p^1/n1+p^21-p^2/n2

Calculate the value of α,

80=100(1-α)

α=0.2

The value of zat α/2from the z-score table is 1.282.

For the difference between the two-population proportion, the needed confidence interval is determined as,

p~1-p~2±zα/2·p~11-p~1n1+2+p~21-p~2n2+2=(0.5-0.6)±1.282

.0.5(1-0.5)20+0.6(1-0.6)30

=-0.1±0.184

=-0.284to 0.084

As a result, the difference in adult-American percentages is -0.284 to 0.084.

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