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Discrete probability distributionsEdexcel A-Level Maths: Flashcards

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What is a discrete random variable?

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What is a discrete random variable?
A variable taking separate values, each with a probability.
What must the probabilities of a discrete distribution sum to?
11
Range of every P(X=x)P(X=x)?
Between 00 and 11.
How do you find an unknown constant in a distribution?
Set the sum of all probabilities to 11 and solve.
P(X=x)=kxP(X=x)=kx for x=1,2,3,4x=1,2,3,4: value of kk?
10k=110k=1, so k=110k=\frac1{10}.
How is P(X≥3)P(X\ge3) found for values 1 to 4?
P(X=3)+P(X=4)P(X=3)+P(X=4)
What is a discrete uniform distribution?
nn values, each with probability 1n\frac1n.
Fair 8-sided die: P(X=5)P(X=5)?
18\frac18
Is the total of two fair spins uniform?
No; some totals can be made in more ways than others.
How do you find P(sum=s)P(\text{sum}=s) for two independent values?
List all pairs giving ss, multiply each pair's probabilities and add.
Why are (1,2)(1,2) and (2,1)(2,1) counted separately?
They are different outcomes, each with the same probability.
Probability of exactly one of two events, for mutually exclusive values?
Add the separate probabilities.
Is the mean or variance required for this topic?
No; calculation of mean and variance is excluded.

Exam questions on Discrete probability distributions

  1. The discrete random variable XX has probability distribution P(X=x)=kxP(X=x)=kx for x=1,2,3,4x=1,2,3,4, where kk is a constant.
    Two independent values of XX are observed. Find the probability that their sum is 3.2 marks
  2. A fair eight-sided die has faces numbered 1 to 8. The random variable XX is the score when the die is rolled once.
    The die is rolled twice. Find the probability that the first score is greater than the second.2 marks
  3. The discrete random variable YY takes the values 0, 1, 2 and 3, with P(Y=0)=0.15P(Y=0)=0.15, P(Y=1)=aP(Y=1)=a, P(Y=2)=2aP(Y=2)=2a and P(Y=3)=a+0.05P(Y=3)=a+0.05.
    Find the value of aa and hence P(Y≥2)P(Y\ge2).3 marks
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Written by the Exaim team, led by Shaun Daswani (Head of Upper Secondary, Improve ME Institute; MSc Financial Mathematics, Imperial College London; BSc, UCL) and Jason Daswani (operational lead, Improve ME Institute; LSE).