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A student polls his school to see if students in the school district are for or against the new legislation regarding school uniforms. She surveys 600students and finds that 480are against the new legislation.

a. Compute a 90% confidence interval for the true percent of students who are against the new legislation, and interpret the confidence interval.

b.In a sample of 300students,68% said they own an iPod and a smartphone. Compute a 97% confidence interval for the true percent of students who own an iPod and a smartphone.

Short Answer

Expert verified

From the information so it is concluded that,

a. A95%two-sidedClestimate for the true proportion of people who own tablets is0.773p0.827.

b)A97%two-sidedClfor the true percent of students who own an iPod and a smartphone is0.622p0.738.

Step by step solution

01

Given Information (part a)

Given in the question that,

n = 600students

x =480

Compute a90% confidence interval for the true percent of students who are against the new legislation, and interpret the confidence interval.

02

Explanation (part a)

If pis the proportion of observations in a random sample of size n that belongs to a class of interest, an approximate 100(1-)% confidence interval on the proportion p of the population that belongs to this class is

p^z2p^(1p^)npp^+z2p^(1p^)n (1)

wherez2is the upper2percentage point of the standard normal distribution.

This method depends on the sufficiency of the normal approximation to the binomial. To be reasonably conservative, this requires that np and n(1-p) be greater than or equal to 5. In situations when this approximation is inappropriate, particularly in cases when n is small, other methods must be used.

a) We know surveys n=600students and finds that x=480are against the new legislation. Then, the point estimate of the proportion of the population p is

p^=xn=480600=0.8

and

np=6000.8=480>5

n(1p)=600(10.8)=120>5

03

Explanation (part a)

For90%two-sided confidence interval,

2=10.902=0.05

and

z2=1.645

Therefore, from Equations (1) and (2) a 95% two-sided CI estimate for the true proportion of people who own tablets is

0.81.6450.8(10.8)600p0.8+1.6450.8(10.8)600

which simplifies to

0.773p0.827

04

Given Information (part b)

Given in the question that,

n = 600students

x = 480

In a sample of 300students , 68% said they own an iPod and a smartphone. Compute a97% confidence interval for the true percent of students who own an iPod and a smartphone

05

Step 6: Explanation (part b)

In a sample of n=300students, 68% said they possess an iPod and a smartphone. Then, the point calculation of the proportion of the population, p is

p^=68%=0.68

and

np=3000.68=204>5

n(1p)=300(10.68)=96>5.

For97%two-sided confidence interval,

2=10.972=0.015

and

z2=2.17

06

Explanation (part b)

Therefore, from Equation (1) a 97% two-sided Cl for the true percent of students who own an iPod and a smartphone is

0.682.170.68(10.68)300p0.68+2.170.68(10.68)300

which simplifies to,

0.622p0.738

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Most popular questions from this chapter

In six packages of 鈥淭he Flintstones庐 Real Fruit Snacks鈥 there were five Bam-Bam snack pieces. The total number of snack pieces in the six bags was 68.We wish to calculate a 96%confidence interval for the population proportion of Bam-Bam snack pieces.

a. Define the random variables XandPin words.

b. Which distribution should you use for this problem? Explain your choice

c. Calculatep.

d. Construct a 96%confidence interval for the population proportion of Bam-Bam snack pieces per bag.

i. State the confidence interval.

ii. Sketch the graph.

iii. Calculate the error bound.

e. Do you think that six packages of fruit snacks yield enough data to give accurate results? Why or why not?

Suppose that 14children, who were learning to ride two-wheel bikes, were surveyed to determine how long they had

to use training wheels. It was revealed that they used them an average of six months with a sample standard deviation of

three months. Assume that the underlying population distribution is normal.

a.i.x=__________ii.sx=__________iii.n=__________iv.n1=__________

b. Define the random variable Xin words.

c. Define the random variable Xin words.

d. Which distribution should you use for this problem? Explain your choice.

e. Construct a 99%confidence interval for the population mean length of time using training wheels.

i. State the confidence interval.

ii. Sketch the graph.

iii. Calculate the error bound.

f. Why would the error bound change if the confidence level were lowered to 90%?

Explain in complete sentences what the confidence interval means.

What is meant by the term 90%confident鈥 when constructing a confidence interval for a mean?

a. If we took repeated samples, approximately 90%of the samples would produce the same confidence interval.

b. If we took repeated samples, approximately 90% of the confidence intervals calculated from those samples would

contain the sample mean.

c. If we took repeated samples, approximately 90%of the confidence intervals calculated from those samples would

contain the true value of the population mean.

d. If we took repeated samples, the sample mean would equal the population mean in approximately 90%of the samples.

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