Probability Distributions (AQA A Level Maths: Statistics): Exam Questions

Exam code: 7357

2 hours22 questions
1a2 marks

John has two fair six-sided dice. Each one is labelled with the numbers 1 to 6.

The discrete random variable, X, is defined as the number of sixes obtained when John rolls the two dice once.

Complete the following probability distribution table for X.

x

0

1

2

straight P open parentheses X equals x close parentheses

 

 

1b1 mark

Find the probability that John rolls at least one six.

2a1 mark

 The discrete random variable X  has the probability function

straight P open parentheses X equals x close parentheses space equals open curly brackets table row cell 1 fourth space space space space space space x equals 0 comma 1 comma 2 comma 3 end cell row cell 0 space space space space space space space space otherwise end cell end table close space

Briefly explain why X  has a uniform probability distribution.

2b2 marks

Find:

(i) straight P left parenthesis 2 less or equal than X less or equal than 5 right parenthesis

(ii) straight P left parenthesis X less than 2.5 right parenthesis

32 marks

The discrete random variable X  has the probability function

straight P open parentheses X equals x close parentheses space equals open curly brackets table row cell k x space space space space space space space x equals 2 comma space 3 end cell row cell 0 space space space space space space space space space otherwise end cell end table close

Show that k equals 1 fifth.

4a2 marks

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

x

2

4

6

8

10

straight P open parentheses X equals x close parentheses

2 over 5

1 over 10

1 fifth

p

1 over 10

Find the value of p.

4b4 marks

Find text P end text left parenthesis 3 less or equal than X less or equal than 7 right parenthesis

5a2 marks

The discrete random variable X has the probability function

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell k x space space space space space space space space x equals 1 comma space 3 space space end cell row cell fraction numerator k x over denominator 2 end fraction space space space space space space x equals 2 comma space 4 end cell row cell 0 space space space space space space space space space space space otherwise end cell end table close

Show that k equals 1 over 7

5b1 mark

State, with a reason, whether X follows a uniform distribution.

5c2 marks

Find the value of m such that straight P left parenthesis X less or equal than 2 right parenthesis equals straight P left parenthesis X equals m right parenthesis.

6a1 mark

The discrete random variable X  has the probability distribution shown in the following table:

x

1

2

3

4

5

straight P open parentheses X equals x close parentheses

5 over 12

2 over 12

1 over 12

3 over 12

1 over 12

Complete the following cumulative probability function table for X

x

1

2

3

4

5

straight P open parentheses X less or equal than x close parentheses

5 over 12

7 over 12

1

6b2 marks

Find

(i) straight P left parenthesis X less or equal than 3 right parenthesis

(ii) straight P left parenthesis X greater than 2 right parenthesis

7a2 marks

The discrete random variable has the cumulative probability distribution shown in the following table.

x

-2

-1

0

1

2

straight P open parentheses X less or equal than x close parentheses

1 fifth

2 over 5

3 over 5

4 over 5

1

Find:

(i) straight P left parenthesis X less than 0 right parenthesis

(ii) straight P left parenthesis X greater than 0 right parenthesis

7b2 marks

Given that X only takes integer values, complete the following probability distribution table for X.

x

-2

-1

0

1

2

straight P open parentheses X equals x close parentheses

1 fifth

1 fifth

82 marks

The discrete random variable X has the probability function

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell 1 fourth space space space space space space space space space space space space x equals 0 end cell row cell 1 over 8 space space space space space space space space space space space space x equals 1 comma space 2 space end cell row cell 5 over 16 space space space space space space space space space x equals 3 end cell row cell p space space space space space space space space space space space space space x equals 4 end cell row cell 0 space space space space space space space space space space italic space italic space space otherwise end cell end table close

Find the value of p.

13 marks

A random variable, X , is defined as the number of heads when the three coins are tossed.

Given that for each coin the probability of getting heads is  2 over 3 , complete the following probability distribution table for X.

x

0

1

2

3

straight P open parentheses X equals x close parentheses

 

 

 

 

2a2 marks

The random variable X  has the probability function

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell 1 over k space space space space space space space x equals 1 comma space 2 comma space 3 comma space 4 comma space 5 end cell row cell 0 space space space space space space space space space space otherwise end cell end table close

(i) Write down the value of k.

(ii) Write down the name of this probability distribution.

2b2 marks

X subscript 1 and X subscript 2 are independent observations of the random variable X.

Find straight P open parentheses X subscript 1 less than X subscript 2 close parentheses.

3a2 marks

A spinner has four sections labelled 1, 3, 5 and 7. The spinner is spun and the number it lands on is represented by the random variable X which has the probability function

straight P open parentheses X equals x close parentheses equals space open curly brackets table row cell k x space space space space space space space space space space space space space space x equals 1 comma 3 comma 5 comma 7 end cell row cell 0 space space space space space space space space space space space space space space space space otherwise end cell end table close space

 Find the value of k.

3b2 marks

The spinner is spun twice. The random variable Y represents the number of times that the spinner lands on the section labelled 3.

Complete the probability distribution of Y.

y

0

1

2

straight P open parentheses Y equals y close parentheses

 

 

 

4a2 marks

The random variable X has the probability function

straight P open parentheses X equals x close parentheses equals space open curly brackets table row cell 0.23 space space space space space space space space space x equals negative 1 comma space 4 end cell row cell k space space space space space space space space space space space space space space space x equals 0 comma space 2 end cell row cell 0.13 space space space space space space space space space x equals 1 comma space 3 end cell row cell 0 space space space space space space space space space space space space space space space otherwise end cell end table close

Find the value of k.

4b2 marks

Find straight P open parentheses X squared less than 3 close parentheses.

5
Sme Calculator
4 marks

A discrete random variable X has the probability distribution

x

0

1

2

3

4

straight P open parentheses X equals x close parentheses

5 over 24

1 third

2 p

p

q

Given that straight P open parentheses X equals 0 close parentheses equals straight P open parentheses X greater than 2 close parentheses, find the value of p and the value of q.

6a2 marks

A student claims that a random variable X has a probability distribution defined by the following function:

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell x squared over 30 space space space space space space space space space space space space space space space space space space x equals negative 1 comma space 1 comma space 3 comma space 5 end cell row cell 0 space space space space space space space space space space space space space space space space space space space space space space otherwise end cell end table close space space space space space space space space space space space

Explain how you know that the student’s function does not describe a probability distribution.

6b1 mark

Given that the correct probability mass function is of the form

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell x squared over k space space space space space space space space space space space space space space space x equals negative 1 comma space 1 comma space 3 comma space 5 end cell row cell 0 space space space space space space space space space space space space space space space space space space space otherwise end cell end table close

where k is a constant, write down the value of k.

6c1 mark

The student claims that another random variable Y can be defined by the following function:

straight P open parentheses Y equals y close parentheses equals open curly brackets table row cell y cubed over 152 space space space space space space space space space space space space space space space space space space y equals negative 1 comma space 1 comma space 3 comma space 5 end cell row cell 0 space space space space space space space space space space space space space space space space space space space space space space otherwise end cell end table close space space space space space space space space space space space

State, with a reason, whether the function is a valid probability mass function.

1
Sme Calculator
5 marks

The probability that a biased coin lands on heads when flipped is 3 over 5.

The coin is flipped four times. The random variable H represents the number of times it lands on heads and the random variable Trepresents the number of times it lands on tails.

The random variable X is defined as the non-negative difference between H and T.

Complete the probability distribution for X. You may not need to use all the columns.

x

 

 

 

 

straight P open parentheses X equals x close parentheses

 

 

 

 

2a2 marks

The random variable X has the probability function

straight P open parentheses X equals x close parentheses equals open curly brackets table row cell 0.21 space space space space space space space space space space space space space x equals 1 comma space 2 end cell row cell open parentheses 9 minus x close parentheses k space space space space space space x equals 3 comma space 6 end cell row cell 0.11 space space space space space space space space space space space space x equals 4 comma space 5 end cell row cell 0 space space space space space space space space space space space space space space space space space otherwise end cell end table close

Find the value of k.

2b
Sme Calculator
3 marks

A video game contains six levels. The number of levels that a player successfully completes is modelled by the random variable X defined in part (a).

Two players each play the video game. Find the probability that, between them, they complete exactly 10 levels.

2c1 mark

State an assumption that you made in part (b).

3a
Sme Calculator
1 mark

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

x

-1

1

2

straight P open parentheses X equals x close parentheses

5 over 12

p

1 fourth

Find the value of p.

3b
Sme Calculator
5 marks

The random variables X subscript 1 and X subscript 2 are independent and each have the same distribution as X.

The random variable Y is defined as Y equals X subscript 1 cross times X subscript 2, the product of X subscript 1 and X subscript 2.

Fully describe the probability distribution for Y.

4a
Sme Calculator
4 marks

Leonidas is playing a game with a fair six-sided dice on which the faces are numbered 1 to 6.  He rolls the dice until either it lands on a 6 or he has rolled the dice four times.  The random variable X is defined as the number of times that the dice is rolled.

Complete the probability distribution of X.

x

1

2

3

4

straight P open parentheses X equals x close parentheses

4b
Sme Calculator
2 marks

Find straight P open parentheses X squared greater or equal than 5 X minus 5 close parentheses.

55 marks

Two biased coins are tossed. For each coin, the probability of getting heads is  1 third. The number of heads is represented by the random variable H.

A fair spinner with three sectors numbered 1 to 3 is spun. The number it lands on is represented by the random variable S.

The random variable, , is defined as the product of the number of heads and the number on the spinner, such that X equals H cross times S.

Complete the following probability distribution for X.

x

0

1

2

3

4

6

straight P open parentheses X equals x close parentheses

 

 

 

 

 

 

6
Sme Calculator
4 marks

The random variable X has the probability function

straight P open parentheses X equals x close parentheses equals x squared over 495 comma space space space space space space space x equals p comma space 2 p comma space 3 p comma space 4 p comma space 5 p

where  p greater than 0 space spaceis a constant.

Find straight P left parenthesis 3 less than X less or equal than 12 right parenthesis.

7
Sme Calculator
6 marks

The independent random variables X  and Y  are defined by the probability distributions

straight P left parenthesis X equals x right parenthesis equals p comma space space space space space space x equals 1 comma space 2 comma space 3 comma space 5 comma space 8 comma space 11 space

straight P left parenthesis Y equals y right parenthesis equals q over y comma space space space space space space y equals 1 comma space 3 comma space 6 space

where p and q are constants.

 Find  straight P left parenthesis X greater than Y right parenthesis.

8a
Sme Calculator
4 marks

Leofranc is playing a gambling game with a fair six-sided dice on which the faces are numbered 1 to 6. He chooses a ‘lucky number’ between 1 and 6, and rolls the dice until either his lucky number appears or he has rolled the dice four times. 

  • If his lucky number appears on the first roll, he receives £5.

  • If his lucky number appears on the second roll, he receives £3.

  • If his lucky number appears on the third roll, he receives £2.

  • If his lucky number appears on the fourth roll, he receives £1.

  • If his lucky number has not appeared by the fourth roll, he receives nothing.

The random variable W is defined to be the amount of money, in pounds, that Leofranc receives.

Fully describe the probability distribution of W.

8b
Sme Calculator
2 marks

Each game costs Leofranc £2 to play.

Leofranc plays the game once. Find the probability that Leofranc receives at least his money back from the game.