Discrete Random Variables (DP IB Analysis & Approaches (AA): HL): Exam Questions

4 hours37 questions
1
6 marks

A discrete random variable X has the probability distribution shown in the following table.

x

0

1

2

3

4

\mathrm{P}(X = x)

\frac{5}{24}

\frac{1}{3}

\frac{1}{4}

\frac{1}{12}

\frac{1}{8}

Find

(i) \mathrm{P}(X < 4)

(ii) \mathrm{P}(X > 1)

(iii) \mathrm{P}(2 < X \leq 4)

(iv) \mathrm{P}(0 < X < 4).

2a
2 marks

A discrete random variable X has the probability distribution shown in the following table.

x

0

1

2

3

4

5

6

\mathrm{P}(X = x)

a

2a

3a

4a

5a

6a

7a

Find the value of a.

2b
6 marks

Find

(i) \mathrm{P}(X \leq 4)

(ii) \mathrm{P}(X \geq 2)

(iii) \mathrm{P}(1 < X \leq 5)

(iv) \mathrm{P}(0 < X < 6).

1a
1 mark

Three biased coins are tossed.

Write down all the possible outcomes when the three coins are tossed.

1b
3 marks

For each coin the probability of getting heads is \frac{2}{3}. A random variable, X, is defined as the number of heads when the three coins are tossed.

Complete the following probability distribution table for X.

x

0

1

2

3

\mathrm{P}(X = x)

1c
2 marks

Hence, by inserting the relevant probabilities, represent the probability distribution for X as a piecewise function in the form

\mathrm{P}(X = x) = \left\{\begin{matrix}  & x = 0 \\  & x = 1 \\  & x = 2 \\  & x = 3 \\ 0, & \text{otherwise} \end{matrix}\right.

1d
2 marks

Represent the probability distribution for X as a bar chart.

2a
2 marks

The random variable X has the probability function

\mathrm{P}(X = x) = \left\{\begin{matrix} kx, & x = 1, 3, 5, 7 \\ 0, & \text{otherwise} \end{matrix}\right.

Find the value of k.

2b
2 marks

Find P left parenthesis X greater than 3 right parenthesis.

2c
1 mark

State whether X is discrete or continuous.

3a
2 marks

The random variable X has the probability function

\mathrm{P}(X = x) = \left\{\begin{matrix} 0.23, & x = -1, 4 \\ k, & x = 0, 2 \\ 0.13, & x = 1, 3 \\ 0, & \text{otherwise} \end{matrix}\right.

Find the value of k.

3b
2 marks

Complete the following table to show the probability distribution of X.

x

-1

0

1

2

3

4

\mathrm{P}(X = x)

3c
1 mark

Find P left parenthesis 0 less or equal than X less than 3 right parenthesis.

4a
1 mark

Leonardo has constructed a biased spinner with six sectors labelled 0, 1, 1, 2, 3 and 5. The probability of the spinner landing on each of the six sectors is shown in the following table.

Number on sector

0

1

1

2

3

5

Probability

\frac{6}{20}

p

\frac{3}{20}

\frac{5}{20}

\frac{3}{20}

\frac{1}{20}

Find the value of p.

4b
3 marks

Leonardo is playing a game with his biased spinner.  The score for the game, X, is the number which the spinner lands on after being spun.

Leonardo plays the game twice and adds the two scores together. Find the probability that Leonardo has a total score of 5.

4c
2 marks

Find the probability that X is

(i) no more than 1

(ii) at least 3.

5a
1 mark

A discrete random variable X has the following probability distribution.

x

-3

-1

0

1

3

\mathrm{P}(X = x)

0.11

k^{2}

0.1

2k

0.1

where k is a positive constant.

Show that k^{2} + 2k - 0.69 = 0.

5b
3 marks

Hence find the value of k, giving a reason for your answer.

5c
2 marks

Find \mathrm{E}(X).

6
3 marks

A spinner is divided into five sections, A, B, C, D and E.

The probability of the spinner landing on each section is given by the following table.

Section

A

B

C

D

E

Probability

0.55

0.15

0.15

0.1

0.05

A person who spins the spinner scores points depending on which section the spinner lands on. These points are shown below.

Section

A

B

C

D

E

Points

-5

2

3

10

k

Given that the game is fair, find the value of k.

7a
3 marks

A discrete random variable X has the following probability distribution.

x

0

1

2

3

4

\mathrm{P}(X = x)

0.1

0.05

a

b

0.1

It is given that \mathrm{E}(X) = 2.3.

Show that a and b satisfy the following two equations.

a + b = 0.75

2a + 3b = 1.85

7b
2 marks

Hence find the value of a and the value of b.

7c
2 marks

Find P left parenthesis 1 less or equal than X less than 4 right parenthesis.

8a
2 marks

Frank plays a game involving a biased six-sided die.

The faces of the die are numbered 1 to 6.

The score of the game, X, is the number which lands face up after the die is rolled.

The following table shows the probability distribution for X.

Score, x

1

2

3

4

5

6

\mathrm{P}(X = x)

\frac{1}{6}

\frac{1}{2}p

\frac{1}{8}

\frac{3}{2}p

\frac{1}{12}

3p

Calculate the exact value of p.

8b
2 marks

Frank plays the game once.

Calculate the expected score.

8c
3 marks

Frank plays the game twice and adds the scores together.

Find the probability Frank has a total score of 4, giving your answer as a fraction.

9a
4 marks

A discrete random variable X has the following probability distribution.

x

-5

-3

-1

0

1

3

5

\mathrm{P}(X = x)

0.24

2k^{2}

0.04

0.12

3k

0.19

0.11

Find the value of k.

9b
2 marks

Find \mathrm{E}(X).

10a
2 marks

5 cards numbered 1, 2, 5, 5 and 6 are identical when placed face down. Throughout this question, a card is drawn randomly, the number is recorded and then the card is replaced and the five cards are shuffled before a new card is taken.

Let X denote the value shown when one card is drawn.

Complete the following probability distribution table for X.

x

\mathrm{P}(X = x)

10b
2 marks

Find E open parentheses X close parentheses.

10c
2 marks

Let Y represent the sum of the values when two cards are drawn.

Complete the following probability distribution table for Y.

y

\mathrm{P}(Y = y)

10d
2 marks

Find \mathrm{E}(Y).

11a
3 marks

A game is played where contestants shoot a football at a goal with a goal keeper. The goal is divided into five regions: A, B, C, D and E. Each region is assigned a score, X, outlined in the table below.

ib4a-ai-sl-4-4-ib-maths-hard

The following table shows the value of X for each region and the probability distribution for X.

Region

A

B

C

D

E

Miss

Score, x

1

4

4

8

8

-2

\mathrm{P}(X = x)

0.3

p

p

q

q

0.4

It is given that p = 2q.

Find the exact value of p and the exact value of q.

11b
2 marks

Calculate the expected score.

11c
3 marks

Find the probability that a player has a score of 16 after two rounds.

12a
2 marks

A spinner has six sections: A, B, C, D, E and F. The table below shows the proportion of the spinner occupied by each section and the prize for each section.

Section

A

B

C

D

E

F

Proportion of the spinner

\frac{2}{7}

\frac{5}{21}

\frac{4}{21}

\frac{1}{7}

p

\frac{1}{21}

Prize (dollars)

6

5

4

3

2

1

Calculate the value of p.

12b
4 marks

The game costs $4.

Calculate the expected profit from playing the game.

13
4 marks

A biased coin has a probability of showing tails of 0.85. Leon plays a game where he flips the coin. He pays $15 to play. If the coin lands on tails he receives nothing, but if it lands on heads he receives 5c dollars. The game is fair.

Determine the value of c and write down the total prize if he wins.

14a
1 mark

A weekly raffle ticket costs k dollars, with three different levels of prize, S dollars. The grand prize in the first week is $100 and it increases by $5 every week if nobody wins it.

The following table shows the probability distribution for S.

Prize, s

0

20

Grand prize

\mathrm{P}(S = s)

9p

7p

4p

Find the value of p.

14b
2 marks

Given the grand prize is not won, write down an expression for the grand prize, G, in the form G equals a plus b n, where a and b are constants to be found and n is the week of the raffle.

14c
3 marks

Given the raffle is a fair game in the fourth week, find the value of k.

14d
3 marks

The ticket price stays at the value of k found in part (c).

Find the week in which the expected profit for the ticket buyer is $5.

15a
3 marks

A shooting target is divided into three regions A, B and C. Contestants pay $7.50 to enter and get to take one shot.

The probability of hitting each region is given in the following table.

Region

A

B

C

Missed target

Probability

\frac{1}{15}

\frac{2}{15}

\frac{a}{15}

\frac{b}{15}

It is given that 3a = b and a, b \in \mathbb{Z}.

Find the value of a and the value of b.

15b
3 marks

A contestant’s prize depends on the region they hit.

Region

A

B

C

Missed target

Prize (dollars)

35

k

7.50

0

Calculate the value of k such that the game is a fair game.

16a
2 marks

A discrete random variable X has the probability distribution shown in the following table.

x

-5

-1

2

6

\mathrm{P}(X = x)

\frac{2}{5}

\frac{1}{4}

p

4p

Find the value of p.

16b
3 marks

X is sampled twice such that the results of the two experiments are independent of each other and the outcomes of the two experiments are recorded. A new random variable, Y, is defined as the sum of the two outcomes.

Complete the following probability distribution table for Y.

y

-10

-6

-3

-2

1

4

5

8

12

\mathrm{P}(Y = y)

17a
3 marks

Two fair six-sided dice are rolled. One is a standard die with sides numbered 1 to 6 and the other die has sides numbered 1, 1, 2, 2, 4, 4.

The discrete random variable S is the sum of these two dice when they are rolled.

Complete the following probability distribution table.

s

\mathrm{P}(S = s)

17b
2 marks

Find E left parenthesis S right parenthesis.

18a
2 marks

A ‘lucky dip’ bag contains 7 bars of chocolate and 5 packets of sweets. Suraya selects two items at random without replacing them.

The probability distribution table for the discrete random variable X, “the number of packets of sweets selected”, is shown below.

x

0

1

2

\mathrm{P}(X = x)

\frac{21}{66}

\frac{7k}{66}

\frac{2k}{66}

Find the value of k.

18b
2 marks

Find \mathrm{E}(X).

18c
2 marks

Find \mathrm{E}(X^{2}).

18d
2 marks

Find \mathrm{Var}(X).

19a
3 marks

Let X be the discrete random variable represented in the probability distribution table below.

x

0

1

2

3

4

5

6

7

8

\mathrm{P}(X = x)

0.32

0.22

0.21

\frac{1}{k}

\frac{7}{k^{2}}

\frac{4}{k^{2}}

\frac{2}{k^{2}}

\frac{1}{k^{2}}

\frac{1}{k^{2}}

Find the value of k.

19b
2 marks

Find the expected value of X.

20a
2 marks

A game is played with two fair spinners. Each spinner is divided into three sections numbered 1, 2 and 3. A player’s score is obtained by spinning both spinners simultaneously and adding together the numbers that they land on. Let X be the player’s score.

Complete the table below to show the probability distribution of X.

x

\mathrm{P}(X = x)

20b
2 marks

Find the expected score, \mathrm{E}(X).

20c
2 marks

A player receives a prize of $3 for each point they score.

Find the expected prize money for the game.

21a
2 marks

The random variable X has the probability function

\mathrm{P}(X = x) = \left\{\begin{matrix} \frac{x}{3k}, & x = 1, 2, 3, 4, 5 \\ 0, & \text{otherwise} \end{matrix}\right.

Show that k = 5.

21b
3 marks

Find the probability that X is greater than its expected value.

22a
2 marks

The table below represents the number of strokes Josh takes on a particular round of golf and the corresponding frequencies over a year of playing at the same golf course.

Number of strokes, x

70

71

72

75

76

78

80

Frequency

1

7

10

3

2

1

1

Complete the following probability distribution table for the data above.

Number of strokes, x

70

71

72

75

76

78

80

\mathrm{P}(X = x)

22b
3 marks

Par refers to the number of strokes a golfer is expected to need to complete the play on a golf course.  The par number of strokes for Josh’s golf course is 72.

Determine whether Josh’s expected number of strokes is less than or greater than the par number of strokes.

23a
4 marks

At a school probability fair, some students create a game using the 13 cards of one suit from a standard pack of cards. A player pays $1 to pick a card at random. A player who picks a jack, a queen or a king receives $1, a player who picks an ace receives $5, and a player who picks a number card from 2 to 10 receives nothing.

Let X be the amount, in dollars, that a player receives.

Show that the game is not fair.

23b
4 marks

Calculate

(i) \mathrm{E}(X^{2})

(ii) \mathrm{Var}(X).

23c
2 marks

The students want to make the game fair, so they decide to give a prize to a player who picks a number card.

Calculate the value of this prize, giving your answer to the nearest cent.

24a
2 marks

The table shows the probability distribution of X, the number of devices made by one electronics company that a person living in a city in France owns.

x

0

1

2

3

4

5

6

7

8

\mathrm{P}(X = x)

0.1925

0.1815

0.2250

p

0.0895

0.0504

0.0307

0.0104

q

It is given that p = 21q.

Find the value of p and the value of q.

24b
2 marks

Find the expected number of these devices owned by a randomly selected person from this city.

24c
2 marks

The city has a population of 412 000. On average, each of these devices cost its owner €825.

Estimate the total amount spent on these devices by the people in this city. Give your answer to the nearest euro.

25a
2 marks

A discrete random variable B has probability distribution given by

\mathrm{P}(B = b) = ab(b + 1) \text{, for } b \in \{ 5, \; 6, \; 7 \}

Find the value of a.

25b
2 marks

Complete the probability distribution table below.

b

5

6

7

\mathrm{P}(B = b)

25c
2 marks

Find the mean of B.

25d
4 marks

Find the standard deviation of B.

26a
2 marks

The discrete random variable X has probability distribution given by

\mathrm{P}(X = x) = \frac{k}{2x} \text{, for } x \in \{ 2, \; 4, \; 6, \; 12 \}

Show that k = 2.

26b
4 marks

Find \mathrm{E}(X) and \mathrm{Var}(X).

26c
4 marks

As part of a game, a four-sided spinner is created with the numbers 2, 4, 6 and 12. The discrete random variable X is used to model the number that the spinner lands on. The score allocated to a player on their turn is 4 more than double the value the spinner lands on.

Find the expected value and variance of a player’s score from a single spin.

1a
1 mark

Two biased coins are tossed and a fair spinner divided into four equal sectors numbered 1 to 4 is spun.

Write down the total number of possible outcomes when the two coins are tossed and the spinner is spun.

1b
4 marks

A random variable, X, is defined as the number of tails when the two coins are tossed multiplied by the number the spinner lands on when it is spun.

For each coin the probability of getting tails is \frac{1}{6}.

Complete the following probability distribution table for X.

x

0

1

2

3

4

6

8

\mathrm{P}(X = x)

2a
2 marks

The discrete random variable X has the probability distribution given in the table below.

x

1

2

3

4

5

6

7

8

9

\mathrm{P}(X = x)

\frac{k - 1}{27}

\frac{k}{27}

\frac{k + 1}{27}

\frac{k - 1}{27}

\frac{k}{27}

\frac{k + 1}{27}

\frac{k - 1}{27}

\frac{k}{27}

\frac{k + 1}{27}

Show that k = 3.

2b
4 marks

Find

(i) \mathrm{P}(X > 4 | X \leq 7)

(ii) \mathrm{P}(X \text{ is prime} | X \leq 5).

2c
6 marks

Find

(i) \mathrm{E}(4X + 5)

(ii) \mathrm{Var}(6X + q), where q is a constant.

3a
2 marks

Tom has constructed a biased spinner with six sectors labelled 1 to 6.

The probability of the spinner landing on each of the six sectors is shown in the following table.

Number on sector

1

2

3

4

5

6

Probability

1.5p

p

\frac{3}{25}

\frac{1}{10}

\frac{3}{50}

\frac{1}{100}

Find the value of p.

3b
3 marks

Tom is playing a game with his biased spinner.  The score for the game, X, is the number the spinner lands on after being spun once.

Tom plays the game twice and adds the two scores together. Find the probability that the sum of Tom’s two scores is 9.

3c
2 marks

Find the probability that X is

(i) no more than 3,

(ii) at least 5.

4a
4 marks

A discrete random variable X has the following probability distribution.

x

-5

-3

-1

0

1

3

5

\mathrm{P}(X = x)

0.42

\frac{k^{4}}{2}

0.05

0.21

\left(\frac{3k}{4}\right)^{2}

0.09

0.07

Find the value of k.

4b
2 marks

Find \mathrm{E}(X).

5a
1 mark

A weekly lottery ticket costs $15, with five different levels of prizes, S dollars. The grand prize in the first week is $2000 and it increases by 20% each week that nobody wins it.

The following table shows the probability distribution for S.

Prize, s

0

2

10

20

100

Grand prize

\mathrm{P}(S = s)

\frac{1}{2}

\frac{1}{4}

\frac{1}{6}

\frac{1}{24}

p

\frac{1}{1000}

Find the value of p.

5b
4 marks

Determine whether the lottery is a fair game in the first week. Justify your answer.

5c
2 marks

Given the grand prize is not won, write an expression in terms of n for the value of the grand prize in the nth week of the lottery.

5d
7 marks

The wth week is the first week in which a player is expected to make a profit.

Calculate the value of w and the expected profit in that week. Give the expected profit correct to 2 decimal places.

6a
2 marks

Ben plays a game involving a biased eight-sided die.

The faces of the die are labelled -4, -2, -1, 0, 1, 3, 5, 6.

The score of the game, X, is the number which lands face up after the die is rolled.

The following table shows the probability distribution for X.

Score, x

-4

-2

-1

0

1

3

5

6

\mathrm{P}(X = x)

\frac{1}{6}

p

\frac{1}{8}

\frac{1}{4}

\frac{1}{12}

\frac{1}{8}

\frac{1}{48}

q

It is given that p = 4q.

Calculate the exact value of p and the exact value of q.

6b
2 marks

Ben plays the game once.

Calculate the expected score.

6c
3 marks

Ben plays the game twice and adds the scores together.

Find the probability that Ben has a total score of negative 3, giving your answer as a fraction in its simplest form.

7a
3 marks

A discrete random variable X has the following probability distribution.

x

0

1

2

3

4

\mathrm{P}(X = x)

0.04

0.35

a

0.21

b

It is given that \mathrm{E}(X) = 2.28.

Show that a + b = 0.4 and a + 2b = 0.65.

7b
2 marks

Hence find the value of a and the value of b.

7c
2 marks

Find P left parenthesis 1 less than X less or equal than 4 right parenthesis.

8a
2 marks

Six cards numbered 4, 8, 8, 10, 10 and 15 are identical when placed face down. Throughout this question a card is picked at random, the number on the front is recorded and then the card is replaced and the six cards are shuffled before a new card is taken.

Let X denote the value shown when one card is drawn.

Complete the following probability distribution table for X.

x

\mathrm{P}(X = x)

8b
2 marks

Find \mathrm{E}(X).

8c
2 marks

Let Y represent the product of the values when two cards are drawn.

Complete the following probability distribution table for Y.

y

\mathrm{P}(Y = y)

8d
2 marks

Find \mathrm{E}(Y).

9a
1 mark

The table below represents the number of pets and the corresponding probability of a house having that number of pets.

Number of pets, x

0

1

2

3

4

\mathrm{P}(X = x)

0.44

0.21

0.19

p

0.02

Find the value of p.

9b
2 marks

Find the expected number of pets in a house.

9c
4 marks

There was a recording error and houses with 5 pets were not counted. The table in part (a) was based on the other 400 houses. It is found that there are 6 houses with 5 pets. The neighbourhood in total has 406 houses, including these 6 houses.

Complete the following table for the true probability distribution of the number of pets, x.

Number of pets, x

0

1

2

3

4

5

\mathrm{P}(X = x)

9d
2 marks

Find the actual expected number of pets. Give your answer as a fraction in its simplest form.