Doing homework A school newspaper article claims that 60%of the students at a large high school did all their assigned homework last week. Some skeptical AP Statistics students want to investigate whether this claim is true, so they choose an SRS of 100students from the school to interview. What values of the sample proportion pˆ would be consistent with the claim that the population proportion of students who completed all their homework is p 0.60? To find out, we used Fathom software to simulate choosing 250SRSs of size n=100students from a population in which p=0.60. The figure below is a dotplot of the sample proportion pˆof students who did all their homework.

(a) Is this the sampling distribution of pˆ? Justify your answer.

(b) Describe the distribution. Are there any obvious outliers?

(c) Suppose that 45of the100students in the actual sample say that they did all their homework last week. What would you conclude about the newspaper article’s claim? Explain.

Short Answer

Expert verified

a). No, this is not a sampling distribution of p^.

b). Yes, there are4outliers.

c). The claim appears to be false.

Step by step solution

01

Part (a) Step 1:Given Information

A school newspaper article claims that 60% of the students at a large high school did all their assigned homework last week. Some skeptical AP Statistics students want to investigate whether this claim is true, so they choose an SRS of 100 students from the school to interview.

02

Part (a) Step 2: Explanation

No, because the dot plot contains the results of 250 simple random samples of size 100, while the sampling distribution should contain the results of all possible samples of size 100.

03

Part (b) Step 1: Given Information 

A school newspaper article claims that 60% of the students at a large high school did all their assigned homework last week. Some skeptical AP Statistics students want to investigate whether this claim is true, so they choose an SRS of 100 students from the school to interview

04

Part (b) Step 2: Explanation 

Shape: Roughly unimodal and symmetric, because the highest peak is roughly in the middle of the histogram.

Center: The highest peak in the histogram is at about 0.60, thus the distribution is centered at 0.60.

Spread: The data values appear to vary from 0.47 to 0.74.

Outliers are dots that are separated from the other dots in the dotplot by a gap.

Then we note that there are 4 outliers (two on each side of the dotplot): 0.47,0.48,0.73,0.74.

05

Part (c) Step 1: Given Information

A school newspaper article claims that 60%of the students at a large high school did all their assigned homework last week. Some skeptical AP Statistics students want to investigate whether this claim is true, so they choose an SRS of 100 students from the school to interview.

06

Part (c) Step 2: Explanation 

Claim: p=0.60or 60%of students did their homework last week.

The sample proportion is the number of successes divided by the sample size:

localid="1650027069959" p^=xn=45100=0.45

In the dot plot we note that there are no dots above 0.45nor to its left, this means that it is very unusual to obtain a sample proportion of 0.45if the population proportion is 0.60.

Then it appears that the claim is false.

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Most popular questions from this chapter

Suppose we select an SRS of size n=100from a large population having proportion p of successes. Let p be the proportion of successes in the sample. For which value of p would it be safe to use the Normal approximation to the sampling distribution of p?

(a) 0.01

(b) 111

(c) 0.85

(d) 0.975

(e)0.999

Which one of the following would be a correct interpretation if you have a z-score of +2.0on an exam?

(a) It means that you missed two questions on the exam.
(b) It means that you got twice as many questions correct as the average student.
(c) It means that your grade was two points higher than the mean grade on this exam.
(d) It means that your grade was in the upper 2%of all grades on this exam.
(e) It means that your grade is two standard deviations above the mean for this exam.

Tall girls Refer to Exercise 10.

(a) Make a graph of the population distribution.

(b) Sketch a possible graph of the distribution of sample data for the SRS of size 20 taken by the AP Statistics class.

Cold cabin? The Fathom screen shot below shows the results of taking 500SRSs of 10temperature readings from a population distribution that’s N(50,3)and recording the sample variance 2xeach time.

(a) Describe the approximate sampling distribution.

(b) Suppose that the variance from an actual sample is s2x=25. What would you conclude about the thermostat manufacturer’s claim? Explain

A newspaper poll reported that 73%of respondents liked business tycoon Donald Trump. The number 73%is

(a) a population.

(b) a parameter.

(c) a sample.

(d) a statistic.

(e) an unbiased estimator.

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