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CAIE A-Level Further Mathematics 4.5 Probability Generating Functions Question Bank

Practise constructing PGFs, extracting probabilities, differentiating for moments and combining independent variables.

Syllabus
2028–2030
Course
Further Mathematics 9231
Level
A2

Exam points

  • construct G_X(t)=ΣP(X=x)t^x from a probability table or discrete model
  • read probabilities from coefficients and use derivatives at t=1 for moments
  • multiply PGFs only when the summed random variables are independent

4.5 Probability generating functions question 1

[Maximum number: 10]

Keira has two unbiased coins. She tosses both coins. The number of heads obtained by Keira is denoted by X.

Question (a)

(a)

Find the probability generating function GX(t)\mathrm{G}_{X}(t) of X.
Hassan has three coins, two of which are biased so that the probability of obtaining a head when the coin is tossed is 13\frac{1}{3}. The corresponding probability for the third coin is 14\frac{1}{4}. The number of heads obtained by Hassan when he tosses these three coins is denoted by Y.

[ 1 ]

Question (b)

(b)

Find the probability generating function GY(t)\mathrm{G}_{Y}(t) of Y.
The random variable Z is the total number of heads obtained by Keira and Hassan.

[ 3 ]

Question (c)

(c)

Find the probability generating function of Z, expressing your answer as a polynomial.

[ 3 ]

Question (d)

(d)

Use the probability generating function of Z to find E(Z).

[ 2 ]

Question (e)

(e)

Use the probability generating function of Z to find the most probable value of Z.

[ 1 ]
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