probability ulit.pdf

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    Exercise Sheet 2 Answers - Lectures 2 and 3

    1. Write down the Addition and Multiplication Laws of probability. Give an

    example of each.

    P(A

    B) = P(A) + P(B) - P(A B) (Addition Law)

    If P(A) = 0.36 and P(B) = 0.45 and P(A B) = 0.13 what is P(A

    B)?

    P(A

    B) = 0.36 + 0.45 - 0.13 = 0.68

    P(A B) P(B A)P(A) P(B A)P(A) (Multiplication Law)

    If P(A) = 0.36 and P(BA) = 0.45 what is P(A

    B)?

    P(A B) = 0.45

    0.36 = 0.16

    2. From an ordinary pack of 52 playing cards the seven of diamonds has been

    lost. A card is dealt from the well-shuffled pack. Find the probability that it

    is (a) a diamond, (b) a queen, (c) a diamond or a queen, (d) a diamond or a

    seven.

    (a) P(Diamond) =

    (b) P(Queen) =

    (c) P(Diamond Queen) =

    P(Diamond

    Queen) =

    (d) P(Seven) =

    , P(Diamond Seven) = 0

    P(Diamond

    Seven) =

    3. The probability a student in a class has blue eyes is 0.37. The probability a

    student in a class has a bike is 0.2. The probability a student in a class has

    a bike or blue eyes is 0.45. What is the probability that a student has both a

    bike and blue eyes?

    P(Blue eyes) = 0.37, P(Bike) = 0.2, P(Blue eyes

    Bike) = 0.45

    P(Blue eyes Bike) = 0.37 + 0.2 - 0.45 = 0.12

    4. A bag of sweets contains 4 red and 5 green sweets. A child picks out 3

    sweets and eats them one after the other. What is the probability that the

    first one is red, the second is green and the third is red.

    P(Red, Green, Red) =

    5. Consider the experiment of tossing two dice. Let A denote the event of an

    odd total, B the event of a 1 on the first die, and C the event of a total of

    seven.

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    (a) Are A and B independent?

    so A and B are independent.

    (b) Are A and C independent?

    so A and C are not independent.

    (c) Are B and C independent?

    so B and C are independent.

    6. It is estimated that one-quarter of the drivers on the road between 11pm and

    midnight have been drinking in the evening. If a driver has not been drink-

    ing, the probability that they will have an accident at that time of night is

    0.004 . If the driver has been drinking the probability of an accident goes

    up to 0.02 .

    D = Drinking, A = Accident

    P(D) = 0.25, P(D) = 0.75

    P(AD) = 0.00004, P(A

    D) = 0.0002

    (a) What is the probability that a car selected at random at that time of

    night will have an accident?

    P(A) = P(AD)P(D) + P(A

    D

    )P(D

    ) = 0.0002

    0.25 + 0.00004

    0.75

    = 0.00008

    (b) A policeman on the beat at 11.30pm sees a car run into a lamp-post,

    and jumps to the conclusion that the driver has been drinking. What is

    the probability that he is right?

    P(D

    A) = P(A

    D)P(D)/P(A) =

    7. Students on a management course are given a general aptitude test when

    they first start. Experience shows that 60

    pass the test and 40

    fail the

    test. Of those that pass the test 80

    achieve high grades at the end of the

    course, whereas only 30

    of those who fail the test achieve high grades.

    Plot a probability tree representing this. What is the probability that a stu-

    dent selected at random will achieve high grades?

    P(high grades) =

    8. A nutrition expert claims that they can easily taste the difference betweentwo different types of artificial sweetener (A and B). To test the claim the ex-

    pert is presented with three drinks containing sweetener A and three drinks

    containing sweetener B, in random order. If the expert is told that 3 of the

    drinks contain sweetener A and that the remaining 3 drinks contain sweet-

    ener B, what is the probability that they will be able to correctly identify the

    sweetener in all six drinks, assuming that they have no such ability?

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    P(identify all 6 drinks) = No. of ways of choosing 3 drinks of type A

    No. of ways of choosing 3 drinks

    9. In a recent study of the determinants of fertility in Vietnam, N. Luc et al

    reported that the age at first birth to a woman depended upon her education.

    Of the women with no education, 38.9

    had their first child at age 20 or

    earlier. The corresponding figures for women with primary education and

    secondary education were 31.5

    and 13.6

    respectively. If the number of

    women receiving secondary, primary and no education are in the ratio 1:3:2

    respectively, what is the probability that:

    a) a woman will have her first birth at or before age 20;

    P(Birth

    20) =

    b) a woman who has given birth at or before age 20 will have received

    secondary education;

    P(Secondary Education Birth

    20) =

    c) a woman who has had her first birth over age 20 will have received no

    education?

    P(No Education Birth 20) = 0.2951

    10. Two balls are drawn from a box containing 2 white, 3 black and 5 green

    balls.

    What is the probability that both balls will be green?

    P(G, G) =

    What is the probability that both balls will be the same colour?

    P(Both Same Colour) = P(G, G) + P(W, W) + P(B, B) =

    11. Three letters are selected at random from the word BIOLOGY. Find the

    probability that the selection (a) does not contain the letter O, (b) contains

    both the letter Os?

    (a) P(no Os) =

    (b) P(2 Os) =

    3