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Chapter 7: The Central Limit Theorem

Q. 82

Page 434

82. Would you be surprised, based upon numerical calculations, if the sample average wait time (in minutes) for 100 riders was less than 30 minutes?

a. yes

b. no

c. There is not enough information.

Q.84

Page 434

Find the probability that the average price for 30gas stations is less than $4.55.

a.0.6554

b. 0.3446

c.0.0142

d.0.9858

e.0

Q. 85

Page 434

Suppose in a local Kindergarten through 12thgrade (K-12)school district, 53percent of the population favor a charter school for grades K through five. A simple random sample of 300 is surveyed. Calculate following using the normal approximation to the binomial distribtion.

a. Find the probability that less than 100favor a charter school for grades Kthrough 5.

b. Find the probability that 170or more favor a charter school for grades Kthrough 5.

c. Find the probability that no more than 140favor a charter school for grades Kthrough 5.

d. Find the probability that there are fewer than 130that favor a charter school for grades Kthrough 5.

e. Find the probability that exactly 150favor a charter school for grades Kthrough 5.

If you have access to an appropriate calculator or computer software, try calculating these probabilities using the technology.

Q.86

Page 435

Four friends, Janice, Barbara, Kathy and Roberta, decided to carpool together to get to school. Each day the driver would be chosen by randomly selecting one of the four names. They carpool to school for 96days. Use the normal approximation to the binomial to calculate the following probabilities. Round the standard deviation to four decimal places.

a. Find the probability that Janice is the driver at most20days.

b. Find the probability that Roberta is the driver more than 16days.

c. Find the probability that Barbara drives exactly 24 of those 96 days.

Q.87

Page 435

X~N(60,9). Suppose that you form random samples of 25 from this distribution. Let X be the random variable of averages. Let ΣXbe the random variable of sums. For parts, c through f, sketch the graph, shade the region, label and scale the horizontal axis for X-, and find the probability.

a. Sketch the distributions of X and X-on the same graph.

b. X-~

c. P(X-<60)=

d. Find the 30th percentile for the mean.

e. P(56<X-<62)

f. P(18<X-<58)=

g. Σ³Ý~

h. Find the minimum value for the upper quartile for the sum.

i. $P(1,400<Σ³Ý<1,550)=

Q. 88

Page 435

Suppose that the length of research papers is uniformly distributed from ten to \(25\) pages. We survey a class in which \(55\) research papers were turned in to a professor. The \(55\) research papers are considered a random collection of all papers. We are interested in the average length of the research papers.

a. In words, \(X= \)

b. \(X= ( , )\)

c. \(\mu_{x}= \)

Q.89

Page 435

Salaries for teachers in a particular elementary school district are normally distributed with a mean of\(44,000and a standard deviation of \)6,500. We randomly survey ten teachers from that district.

a. Find the90thpercentile for an individual teacher’s salary.

b. Find the 90thpercentile for the average teacher’s salary.

Q. 90

Page 436

The average length of a maternity stay in a U.S. hospital is said to be \(2.4\) days with a standard deviation of \(0.9\) days. We randomly survey \(80\) women who recently bore children in a U.S. hospital.

a. In words, \(X= \)

b. In words, \(\bar{X}= \)

c. \(\bar{X} ( , )\)

Q.91

Page 436

NeverReady batteries has engineered a newer, longer lasting AAA battery. The company claims this battery has an average life span of 17 hours with a standard deviation of 0.8 hours. Your statistics class questions this claim. As a class, you randomly select 30 batteries and find that the sample mean life span is 16.7 hours. If the process is working properly, what is the probability of getting a random sample of 30 batteries in which the sample mean lifetime is 16.7 hours or less? Is the company’s claim reasonable?

Q.92

Page 436

Men have an average weight of 172pounds with a standard deviation of 29pounds.

a. Find the probability that 20randomly selected men will have a sum weight greater than 3600lbs.

b. If 20 men have a sum weight greater than 3500lbs, then their total weight exceeds the safety limits for water taxis. Based on (a), is this a safety concern? Explain.

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