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The binomial distribution

Practice section 2 of 7

Questions 7–12 in this collection

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Worked example · 3 of 6

Model red cars and solve a zero-or-one probability

A fixed number n of cars is observed and R counts those that are red. (i) State in context two assumptions for a binomial model. Assume now R∼B(n,p)R\sim B(n,p). (ii) For n=20 and p=0.15 find P(4≤R<8)P(4\le R<8). (iii) For n=20 and P(R=0 or 1)=0.2P(R=0\text{ or }1)=0.2, write an equation for p and find p numerically.

[2009/PII/11(part)]

CJC · Lecture · Example 8

Solution

Worked example · 4 of 6

Find a probability within one standard deviation of a binomial mean

A box contains two red balls among seven balls. A ball is drawn randomly, its colour noted, then returned and mixed with the others. Repeat 50 times.

(i) Find the expected red count μ and standard deviation σ.

(ii) Find P(μ−σ<X<μ+σ)P(\mu-\sigma<X<\mu+\sigma).

CJC · Lecture · Example 9

Solution

Worked example · 6 of 6

Use a unique mode to bound p, then sketch a different distribution

Five people are sampled from a large village. (i) X counts those who are underweight; state in context an assumption needed for a binomial model. (ii) The village proportion underweight is p, and the mode of X is 2. Show that 1/3<p<1/21/3<p<1/2. (iii) Given instead X∼B(5,0.25)X\sim B(5,0.25), sketch its distribution.

[2017/DHS/II/9(modified)]

CJC · Lecture · Example 11

Solution

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