STAT 203  Sample Questions  for Midterm Exam

1.  The federal government discovered serious contaminants in the tuna fish packed by Seaside Packing, requiring a recall of the suspected cases of tuna.  Before the discovery was made they had produced a total of 10,000 cases of which 7,000 came from an early run and the remaining 3,000 came from a later run.  It is believed that 30% of the cans in the early run have been contaminated, and 60% of the cans in the later run have been contaminated. 

 

[a] A can is chosen randomly from a case to be inspected.  What is the probability that the can will be contaminated? _______

 

[b] Suppose that the can is found to be contaminated.  What is the probability that it came from the early run?_____________

 

2.  In the United States, 10% or adolescent girls have iron deficiency.  Suppose twenty adolescent girls are chosen at random.

 

[a]  The number of girls expected to have iron deficiency is ________, give or take ________, or so.

 

[b]  Find the probability that exactly one of the girls has an iron deficiency _________

 

[c]  Find the probability that at least one of the girls has an iron deficiency __________

 

[d]  Find the probability that between one and three (inclusive) have an iron deficiency. ________________

 

3.  A study is made of the age at entrance of college freshmen.  The SD turned out to be one of the following.  Which one was it? 

_______  One month;  _______  One year;  _______  Five years.    Explain.

4.  In a certain city, tow truck operators monitor police emergency calls so as to be the first at an accident scene.  Midview Collision Co responds to accident scenes 75% of the time.  Crossland Collision Co. responds to accident scenes only 53% of the time.  Each tow company operates independently of the other. 

[a] What is the probability that at least one of them responds to a police report of a major accident? ____________

 

[b] What is the probability that exactly one of them responds? ____________  [c] What is the probability that both respond? ____________

 

[d] What is the probability that neither respond? ____________

 

5.   Two drugs, zidovudine and didanosine, were tested for the effectiveness in preventing progression of HIV disease in children.  In a double-blind clinical trial, 276 children with HIV were given zidovudine, and 281 were given didanosine.  The following table shows the survival data for the two groups.  Use the binomial exact test at the 10% level of significance to decide whether Didanosine is associated with a lower death rate than Zidovudine. Use pi = .50

 

Died

Survived

Row Total

Zidovudine

15

259

274

Didanosine

  5

274

279

Column Total

20

533

553

 

Null Hypothesis __________________________________________  Alternative Hypothesis __________________________________________

 

α = ____________  Test statistic ____________________________Table from the book to use for this problem is on page ________  

 

P-value =  _________________________________  Circle the correct decision:   Fail to reject the Null      Reject the Null

 

Detailed conclusion:

 

6.  The St. Louis encephalitis virus is spread by migrating birds and mosquitoes.  The probability that an infected person gets sick is less than 1%.  But of the people who get sick, about 5% die.  In a sample of 70 independent cases of people who are sickened by encephalitis, find the probability that at least three die. 

 

 

7.  The random variable X is given by the uniform density function f(x) = ½ on the interval (3,5) and f(x) = 0 elsewhere.

 

[a] Find the mean ____________ and [b] the standard deviations _______________.  [c] Find Pr( 1 < X < 3.5) =  ____________________

 

 

8.  The random variable X has the cumulative distribution function F(x) = x3, for 0 < x < 1.  

 

Find  f(x) =  _____________ for x < 0,  f(x) =  _____________ for 0 < x < 1,  f(x) =  _____________ for x > 1

 

 

Find the mean ______________ and standard deviation _______________  Find Pr(.5 < X < 2) = __________________

9.  Suppose that one out of 48 chicken eggs have fragile shells which are likely to be damaged in shipment.  Also suppose that eggs are randomly  packaged into cartons, each carton containing a dozen eggs.  Find the probability that a carton containing 12 eggs has at least one such fragile egg.

 

 

10.  A lot of 12 television sets includes three that are defective. Two of the sets are shipped to a hotel.

 

[a]  Find the probability function for the number of defective TV's shipped to the hotel.

 

[b]  Find the cumulative distribution function.

 

[c]    How many defective sets can the hotel expect?

 

[d]   What is the variance?

 

11.  A double blind study was performed on consumers comparing a new formulation of a diet soft drink with the original formulation.

Of 100 subjects, 57 preferred the new formulation, 38 preferred to original formulation, and 5 were undecided or could not tell the

difference.  Use the sign test to decide whether consumers prefer the new formulation at the 5% level.

 

Null Hypothesis __________________________________________  Alternative Hypothesis __________________________________________

 

α = ____________  Test statistic ____________________________Table from the book to use for this problem is on page ________  

 

P-value =  _________________________________  Circle the correct decision:   Fail to reject the Null      Reject the Null

 

Detailed conclusion:

 

PART 2

 

1.  The prevalence of prostatic cancer in white males is 35 per 100,000, or .00035.  The sensitivity of the radioimmunoassay for prostatic acid phosphatase (RIA-PAP) as a test for prostatic cancer is 0.70. 

Its specificity is 0.94. 

[a]  What percentage of the white male population tests positive for the RIA-PAP test?  ________________

 

[b]  If a white male tests positive, what is the probability that he has prostatic cancer? __________________

 

2.   Among  16 computer disk drives in stock at a lab, 11 are new and 5 have been rebuilt after a previous failure.  Two of the disk drives are randomly selected for a networking experiment. 

[a]  Make a table of the probability mass function for the number of disk drives selected which are rebuilt. 

 

 

 

 

 

 

 

[b]  Find the probability that at least one of the selected drives will be rebuilt? ___________________

 

 [c]  Find the mean __________ and standard deviation ________ for the numbers of selected rebuilt drives. 

 

3.  An article in USA Today stated that “Internal surveys paid for by directory assistance providers show that even the most accurate companies give out wrong numbers 15% of the time.”  Assume that you are testing AT&T by making 20 requests and also assume that this provider gives the wrong number 15% of the time. 

 

[a]  You expect to get the wrong number ______________ times, give or take _____________, or so. 

 

Find the probability that among your 20 requests

 

[b] none are wrong numbers ______  [c] exactly one is a wrong number _______  [d] at least one is a wrong number _____

 

[e]  compute the probability that at least 2 are wrong numbers ______________

 

4.  Suppose that 15% of all service contract of a major appliance require service.  Of 1000 customers, what is the probability that fewer than 120 require service.  ____________________

5.  Given the probability density function  f(x)  =  3x2/8  for  0 < x < 2  and  0  elsewhere, 

[a]  find the cumulative distribution function 

 

                  _____________________if x < 0

 

 

F(x) =        _____________________if 0 < x < 2

 

 

                  _____________________if x > 2

 

[b]  P(X  >  1) = __________

 

 

[c]   E(X) = __________

 

 

[d]  SD(X) = __________

 

6.  It has been observed that low-calorie diets in mice are associated with fewer cases of cancer.  In an attempt to test this

in primates, researchers divided 120 rhesus monkeys into two equal groups; over the span of more than 10 years, one group ate without limit and the other groups consumed only 70% as many calories as the first group.  In the low-calorie group  2 monkeys developed cancer, and in the well-fed group, 7 monkeys had cancer.   Perform the binomial exact test at the 5% level to decide whether a low-calorie diet is associated with reduced risk of cancer.

 

 

Cancer

No Cancer

Total

Low Cal

2

 58

 60

Well-Fed

7

 53

 60

  Total

9

111

120

 

Null Hypothesis: __________________________________ Alternative Hypothesis: ________________________________

 

Alpha = ______________ Test statistic _________________ The table you use for this test in on page _______ of the text. 

 

P-Value =  __________________    Decision is to          Reject H0           Retain H0        (choose one option).

 

State your decision in plain English in context of the problem____________________________________________

 

____________________________________________________________________________________________

 

____________________________________________________________________________________________

 

 

7.  A three-month program of physical fitness is conducted on five subjects.  The at-rest pulse is measured before and after the program with the following results.  Test whether the median at-rest pulse rate has gone down.

Use the sign test at the .10 level of significance

 

Subject

1

2

3

4

5

Before

73

77

68

62

72

After

68

72

64

62

71

 

Null Hypothesis: __________________________________ Alternative Hypothesis: ________________________________

 

Alpha = ______________ Test statistic _________________ The table you use for this test in on page _______ of the text. 

 

P-Value =  __________________    Decision is to          Reject H0           Retain H0        (choose one option).

 

State your decision in plain English in context of the problem____________________________________________

 

____________________________________________________________________________________________

 

____________________________________________________________________________________________