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The binomial distributionAQA A-Level Maths: Flashcards

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Write the notation for a binomial distribution.

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Write the notation for a binomial distribution.
X∼B(n,p)X\sim B(n,p)
State the four conditions for a binomial model.
Fixed number of trials; two outcomes; constant pp; independent trials.
Formula for P(X=r)P(X=r)?
(nr)pr(1−p)n−r\binom nrp^r(1-p)^{n-r}
What does (nr)\binom nr represent?
The number of ways of choosing rr successes from nn trials.
Rewrite P(X<5)P(X<5) as a cumulative probability.
P(X≤4)P(X\le4)
Rewrite P(X≥5)P(X\ge5) using P(X≤r)P(X\le r).
1−P(X≤4)1-P(X\le4)
Rewrite P(X>5)P(X>5) using P(X≤r)P(X\le r).
1−P(X≤5)1-P(X\le5)
Rewrite P(3≤X≤6)P(3\le X\le6) using P(X≤r)P(X\le r).
P(X≤6)−P(X≤2)P(X\le6)-P(X\le2)
What do all probabilities in a distribution add up to?
1
How do you find P(at least one)P(\text{at least one}) in nn independent trials?
1−(1−p)n1-(1-p)^n
Why is (0.3)3(0.7)7(0.3)^3(0.7)^7 not P(X=3)P(X=3) for B(10,0.3)B(10,0.3)?
It is one order only; multiply by (103)\binom{10}{3}.
Name a way in which independence might fail in a real situation.
People attending together, such as family members, or a machine drifting.
What should you do first when a binomial problem is in words?
Define XX, nn and pp.

Exam questions on The binomial distribution

  1. A gardener plants 10 seeds. Each seed germinates with probability 0.30.3, independently of the others. The number of seeds that germinate is XX, where X∼B(10,0.3)X\sim B(10,0.3).
    State two conditions that must hold for XX to be modelled by a binomial distribution in this context.2 marks
  2. A multiple-choice test has 20 questions, each with four options of which exactly one is correct. A student guesses every answer. The number of correct answers is XX, where X∼B(20,0.25)X\sim B(20,0.25).
    Find the probability that the student gets more than 7 questions correct.2 marks
  3. A factory makes light bulbs and 8% of them are defective, independently of one another. A box contains 25 bulbs. The number of defective bulbs in a box is YY, where Y∼B(25,0.08)Y\sim B(25,0.08).
    Find the probability that a box contains exactly 2 defective bulbs.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).