Completed - Advanced Quantitative Methods - Exam, Exams of Mathematics

This is the Past Exam of Advanced Quantitative Methods which includes Sample Space, Interviewed Agrees, Response Combination, Furniture Store, Furnish, Models, Technicians, Salaries, Problems etc. Key important points are: Completed, Probability, Drawing, Entire Population, Satisfied, Referred Independent, Package, Choices of Monitors, Probability, Mountain Climbers

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2012/2013

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December 2010 Final Exam Advanced Quantitative Methods – 201-301-RE Page 1 of 3
1. An urn contains 17 balls identical in every respect except color. There are 6 red balls, 8 green balls, and 3 blue balls.
(a) You draw two balls from the urn, but replace the first ball before drawing the second.
Find the probability that the first ball is red and the second ball is green. [2 marks]
(b) Repeat part (a), but do not replace the first ball before drawing the second. [2 marks]
2. A hair salon completed a survey of 360 customers about satisfaction with service and type of customer. A walk-in
customer is one who has seen no ads and not been referred. The other customers either saw a TV ad or were referred
to the salon (but not both). The results follow.
Walk-In TV Ad Referred Total
Not Satisfied 21 9 5 35
Neutral 18 25 37 80
Satisfied 36 43 59 138
Very Satisfied 28 31 48 107
Total 103 108 149 360
Assume the table represents the entire population of customers. Find the probability that a customer is
(a) Not satisfied [2 marks]
(b) Not satisfied and a walk-in [3 marks]
(c) Not satisfied, given referred [3 marks]
(d) Referred [2 marks]
(e) Are the events not satisfied and referred independent? Explain your answer. [2 marks]
3. A computer package comes with two different choices of printers and four different choices of monitors. If a store
wants to display each package combination that is for sale, how many packages must be displayed? [3 marks]
4. In how many ways can the 40 members of a 4H club select a president, a vice-president, a secretary, and a treasurer?
[
3 marks]
5. In how many different ways can a person choose three movies to see in a theater playing 11movies? [3 marks]
6. Of those mountain climbers who attempt Mt. McKinley, only 65% reach the summit. In a random sample of
11mountain climbers who attempt to climb Mt. McKinley, what is the probability of each of the following?
(a) All 11 reach the summit. [2 marks]
(b) At least 9 reach the summit. [3 marks]
7. Sam is a representative who sells large appliances such as refrigerators and stoves. Let x = number of appliances Sam
sells on a given day. Let P(x) = probability that he sells x appliances. For a random sample of 200 days, Sam had the
following sales record.
x 0 1 2 3 4
P(x) 0.045 0.350 0.300 0.180 0.125
Assume the sales record is representative of the population of all sales days.
(a) Compute the probability that x is less than 3. [1 mark]
(b) Compute the expected value of the x distribution. [2 marks]
(c) Compute the standard deviation of the x distribution. [3 marks]
8. A coach found that about 12% of all hockey games end in overtime. Suppose a random sample of 50 hockey games is
observed.
(a) Find the mean
μ
for the number of games ending in overtime. [2 marks]
(b) Find the standard deviation σ for the number of games ending in overtime. [2 marks]
9. Let x be a random variable that represents the length of time it takes a student to write a term paper for Dr. Adam’s
sociology class. After interviewing many students, it was found that x has an approximate normal distribution with
mean
μ
= 6.8 hours and standard deviation σ = 2.1 hours.
(a) Find the probability that a student in this class takes more than 7.5 hours to write a term paper. [3 marks]
(b) Find the probability that for the entire class of 25 students, the average time to write a term paper is more than 7.5
hours. [
3 marks]
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1. An urn contains 17 balls identical in every respect except color. There are 6 red balls, 8 green balls, and 3 blue balls.

(a) You draw two balls from the urn, but replace the first ball before drawing the second. Find the probability that the first ball is red and the second ball is green. [2 marks] (b) Repeat part (a), but do not replace the first ball before drawing the second. [2 marks]

2. A hair salon completed a survey of 360 customers about satisfaction with service and type of customer. A walk-in customer is one who has seen no ads and not been referred. The other customers either saw a TV ad or were referred to the salon (but not both). The results follow. Walk-In TV Ad Referred Total Not Satisfied 21 9 5 35 Neutral 18 25 37 80 Satisfied 36 43 59 138 Very Satisfied 28 31 48 107 Total 103 108 149 360 Assume the table represents the entire population of customers. Find the probability that a customer is (a) Not satisfied [2 marks] (b) Not satisfied and a walk-in [3 marks] (c) Not satisfied, given referred [3 marks] (d) Referred [2 marks] (e) Are the events not satisfied and referred independent? Explain your answer. [2 marks] 3. A computer package comes with two different choices of printers and four different choices of monitors. If a store wants to display each package combination that is for sale, how many packages must be displayed? [3 marks] 4. In how many ways can the 40 members of a 4H club select a president, a vice-president, a secretary, and a treasurer? [ 3 marks] 5. In how many different ways can a person choose three movies to see in a theater playing 11movies? [3 marks] 6. Of those mountain climbers who attempt Mt. McKinley, only 65% reach the summit. In a random sample of 11mountain climbers who attempt to climb Mt. McKinley, what is the probability of each of the following? (a) All 11 reach the summit. [ 2 marks] (b) At least 9 reach the summit. [3 marks] 7. Sam is a representative who sells large appliances such as refrigerators and stoves. Let x = number of appliances Sam sells on a given day. Let P( x ) = probability that he sells x appliances. For a random sample of 200 days, Sam had the following sales record. x 0 1 2 3 4 P ( x ) 0.045 0.350 0.300 0.180 0. Assume the sales record is representative of the population of all sales days. (a) Compute the probability that x is less than 3. [1 mark] (b) Compute the expected value of the x distribution. [2 marks] (c) Compute the standard deviation of the x distribution. [3 marks] 8. A coach found that about 12% of all hockey games end in overtime. Suppose a random sample of 50 hockey games is observed.

(a) Find the mean μ for the number of games ending in overtime. [2 marks]

(b) Find the standard deviation σ for the number of games ending in overtime. [2 marks]

9. Let x be a random variable that represents the length of time it takes a student to write a term paper for Dr. Adam’s sociology class. After interviewing many students, it was found that x has an approximate normal distribution with

mean μ = 6.8 hours and standard deviation σ = 2.1 hours.

(a) Find the probability that a student in this class takes more than 7.5 hours to write a term paper. [3 marks] (b) Find the probability that for the entire class of 25 students, the average time to write a term paper is more than 7. hours. [ 3 marks]

10. Psychology 231 can be taken as an online course on a pass / fail basis. Long experience with this course shows that about 71% of the students pass. This semester 88 students are taking Psychology 231 online. Use the Normal distribution with continuity correction to estimate the probability that: (a) at least 60 of the online students will pass. [4 marks] (b) at least 60 but no more than 70 of the online students will pass. [5 marks] 11. Jordan is the manager of a used book store. He wants to estimate the average amount a customer spends per visit. A random sample of 20 customer receipts had a mean of x = $6.90. Based on prior information, σ = $2.45. Find a 90% confidence interval for the average amount spent by all customers. [5 marks] 12. A random sample of 56 credit card holders showed that 41 regularly paid their credit card bills on time. Find a 95% confidence interval for the proportion of credit card holders who pay their credit card bills on time. [5 marks] 13. A study is being planned to estimate the mean number of semester hours taken by students at a college.The population standard deviation is assumed to be σ = 4.7 hours. How many students should be included in the sample to be 99%

confident that the sample mean x is within one semester hour of the population mean μ for all students at this college?

[5 marks]

14. How long does it take to have food delivered? A Chinese restaurant advertises that delivery will be no more than 30 minutes. A random sample of 14 delivery times had a mean of x = 32.5 minutes and a standard deviation of s = 5. minutes. Based on this sample, is the delivery time greater than 30 minutes? Use a 5% level of significance. Assume that the distribution of delivery times is normal. (a) State the null and alternate hypotheses. [2 marks] (b) What is the value of the sample test statistic? [2 marks] (c) Find (or estimate) the P -value. [2 marks] (d) Based on your answers for parts (a) through (c), will you reject or fail to reject the null hypothesis? [1 mark] 15. A French instructor knows from past records that 60% of students taking French speak Italian. The instructor believes this proportion may have dropped. A random sample of 80 of her students had 43 who spoke Italian. Test the instructor’s claim at α = 0.05. (a) State the null and alternate hypotheses. [2 marks] (b) What is the value of the sample test statistic? [2 marks] (c) Find (or estimate) the P -value. [2 marks] (d) Based on your answers for parts (a) through (c), will you reject or fail to reject the null hypothesis? [1 mark] 16. How big are tomatoes? Some say that depends on the growing conditions. A random sample of n 1 = 89 organically grown tomatoes had a sample mean weight of x 1 = 3.8 ounces. Another random sample of n 2 = 75 tomatoes that

were not organically grown had a sample mean weight x 2 = 4.1 ounces. Previous studies show that σ 1 = 0.9ounce

and σ 2 = 1.5ounces. Does this indicate that there is a difference between population mean weights of organically

grown tomatoes compared to those not organically grown? Use a 5% level of significance. (a) State the null and alternate hypotheses. [2 marks] (b) What is the value of the sample test statistic? [2 marks] (c) Find (or estimate) the P -value. [3 marks] (d) Based on your answers for parts (a) through (c), will you reject or fail to reject the null hypothesis? [1 mark]

17. Adults in various age groups were asked if they voted in recent election. The results were as indicated below. Test using α = 0.05 to determine if age and voting behavior are independent. Under 30 30-50 Over 50 Row Totals Voted? Yes 10 19 16 40 No 30 21 14 70 Column Totals 40 40 30 110 (a) State the null and alternate hypotheses. [1 mark] (b) What is the value of the sample test statistic? [4 marks] (c) Find (or estimate) the P -value. [2 marks] (d) Based on your answers for parts (a) through (c), will you reject or fail to reject the null hypothesis? [1 mark]