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The binomial distributionEdexcel International A Level Further Maths: Flashcards

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Four conditions for a binomial model?

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Four conditions for a binomial model?
Fixed nn, two outcomes, constant pp, independent trials
Notation for a binomial distribution?
X∼B(n,p)X\sim\mathrm{B}(n,p)
Formula for P(X=r)\mathrm{P}(X=r)?
(nr)pr(1−p)n−r\binom nr p^r(1-p)^{n-r}
What does (nr)\binom nr count?
The ways of choosing which rr trials are successes
What do binomial tables give?
Cumulative probabilities P(X≤r)\mathrm{P}(X\le r)
P(X≥r)\mathrm{P}(X\ge r) in terms of tables?
1−P(X≤r−1)1-\mathrm{P}(X\le r-1)
P(a≤X≤b)\mathrm{P}(a\le X\le b) in terms of tables?
P(X≤b)−P(X≤a−1)\mathrm{P}(X\le b)-\mathrm{P}(X\le a-1)
What do you do for p>0.5p>0.5 when tables stop at 0.50.5?
Use Y=n−X∼B(n,1−p)Y=n-X\sim\mathrm{B}(n,1-p)
Mean of B(n,p)\mathrm{B}(n,p)?
npnp
Variance of B(n,p)\mathrm{B}(n,p)?
np(1−p)np(1-p)
How do you find pp from mean and variance?
Divide: variancemean=1−p\frac{\text{variance}}{\text{mean}}=1-p
How does the variance of a binomial compare with its mean?
It is smaller, since 1−p<11-p<1.
Name one situation where independence fails.
Sampling without replacement from a small population

Exam questions on The binomial distribution

  1. The discrete random variable XX has the binomial distribution B(12, 0.25)\mathrm{B}(12,\,0.25).
    Find P(X≥2)\mathrm{P}(X\ge2).2 marks
  2. A machine makes components. Each component is independently defective with probability 0.040.04. A random sample of 2020 components is taken, and the number of defective components in the sample is XX.
    Find the probability that more than 22 components in the sample are defective.2 marks
  3. A multiple-choice test has 1515 questions. Each question has four options, of which exactly one is correct. A student chooses an option at random for every question, independently. The number of correct answers is XX.
    Find the probability that the student gets exactly 55 questions correct.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).