AS LEVEL MATHS STATISTICAL DISTRUBUTIONS, Exercises of Mathematics

AS LEVEL MATHS STATISTICAL DISTRUBUTIONS

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2025/2026

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STATISTICAL DISTRIBUTIONS
Applied Year 1, Chapter 6
Probability distributions
โ€ขCapital letters are used for
the whole distribution of
outcomes (called a random
variable): ๐‘‹, ๐‘Œ
โ€ขLower case letters are used
for a particular value of the
random variable: ๐‘ฅ, ๐‘ฆ
โ€ขDistributions can be
presented in tables
โ€ขA discrete uniform
distribution is one where
the probabilities are all
uniform (i.e. equal)
โ€ขAs usual, ฯƒ๐‘ = 1
Mr Bicen selects three letters at random, one at a time without replacement, from the word โ€˜MATHEMATICSโ€™.
The discrete random variable ๐‘‹ represent the number of times he selects the letter โ€˜Mโ€™.
Complete the probability distribution for ๐‘‹
๐‘ฅ 0 1 2
๐‘ƒ(๐‘‹ = ๐‘ฅ) 3
55
In a video game, a player can either win 0, 1, 2 or 3 coins for a particular action.
The random variable ๐‘Œ represents the number of coins won and has the following probability distribution,
where ๐‘Ž and ๐‘ are constants.
a) Given that the probability of winning at least 2 coins is two thirds the probability of winning 0 coins, find
the values of ๐‘Ž and ๐‘.
b) Given that each outcome is independent of previous outcomes, calculate the probability that a total of
exactly 2 coins is won when completing the action twice.
๐‘ฆ 0 1 2 3
๐‘ƒ(๐‘Œ = ๐‘ฆ) 2๐‘Ž ๐‘ ๐‘Ž 0.05
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STATISTICAL DISTRIBUTIONS

Applied Year 1, Chapter 6

Probability distributions

  • Capital letters are used for the whole distribution of outcomes (called a random variable): ๐‘‹, ๐‘Œ
  • Lower case letters are used for a particular value of the random variable: ๐‘ฅ, ๐‘ฆ
  • Distributions can be presented in tables
  • A discrete uniform distribution is one where the probabilities are all uniform (i.e. equal)
  • As usual, ฯƒ ๐‘ = 1 Mr Bicen selects three letters at random, one at a time without replacement, from the word โ€˜MATHEMATICSโ€™. The discrete random variable ๐‘‹ represent the number of times he selects the letter โ€˜Mโ€™. Complete the probability distribution for ๐‘‹ ๐‘ฅ 0 1 2 ๐‘ƒ(๐‘‹ = ๐‘ฅ)

In a video game, a player can either win 0, 1, 2 or 3 coins for a particular action. The random variable ๐‘Œ represents the number of coins won and has the following probability distribution, where ๐‘Ž and ๐‘ are constants. a) Given that the probability of winning at least 2 coins is two thirds the probability of winning 0 coins, find the values of ๐‘Ž and ๐‘. b) Given that each outcome is independent of previous outcomes, calculate the probability that a total of exactly 2 coins is won when completing the action twice.

Calculating probabilities for the binomial distribution

The binomial distribution ๐‘‹~๐ต(๐‘›, ๐‘) ๐‘‹ can be modelled with the binomial distribution ifโ€ฆ

  • Fixed number of trials, ๐‘›
  • Fixed probability, ๐‘
  • Independent trials
  • Two outcomes, success or failure ๐‘ƒ ๐‘‹ = ๐‘ฅ =

๐‘๐‘ฅ^1 โˆ’ ๐‘ ๐‘›โˆ’๐‘ฅ

โ€ฆ but can also be found on the calculator! Cumulative probabilities ๐‘ƒ ๐‘‹ < ๐‘Ž = ๐‘ƒ ๐‘‹ > ๐‘Ž = ๐‘ƒ ๐‘‹ โ‰ฅ ๐‘Ž =

For ๐‘‹~๐ต 20 , 0. 4 , calculate:

a) ๐‘ƒ ๐‘‹ = 8

b) ๐‘ƒ(๐‘‹ โ‰ค 3 )

c) ๐‘ƒ ๐‘‹ > 9

d) ๐‘ƒ(๐‘‹ โ‰ฅ 5 )

Given that ๐‘Œ~๐ต( 25 , 0. 3 ),

a) find the largest value of ๐‘Ž such that ๐‘ƒ ๐‘Œ โ‰ค ๐‘Ž < 0. 05

b) find the smallest value of ๐‘Ž such that ๐‘ƒ ๐‘Œ > ๐‘Ž < 0. 05