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Worked solution

Match height questions to the correct probability model

In a nation, men’s heights are normal with mean 1.70 m and standard deviation 10 cm; women’s heights are normal with mean 1.60 m and standard deviation 7.5 cm.

(i) Three men are selected at random: find the probability that one is taller than 1.83 m, one is shorter than 1.7 m and the other is between 1.7 m and 1.83 m.

(ii) Five men are selected at random: find the probability that exactly 3 are taller than 1.83 m.

(iii) Find the probability that the average height of 3 men and 2 women chosen randomly exceeds 1.68 m.

(iv) Find the probability that a husband and wife have not more than 5 cm difference in heights.

(v) State the assumptions made for (iii) and (iv).

CJC · Lecture · Example 10

Convert every height to centimetres

Let M∼N(170,102)M\sim N(170,10^2) and W∼N(160,7.52)W\sim N(160,7.5^2) denote men’s and women’s heights in cm. Use one unit consistently for means, standard deviations and thresholds.

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(i) Three distinct height categories in any order

The source gives p=P(M>183)=0.0968005p=P(M>183)=0.0968005, P(M<170)=0.5P(M<170)=0.5 and P(170<M<183)=1−0.0968005−0.5=0.403199P(170<M<183)=1-0.0968005-0.5=0.403199 (displayed intermediate values). Under independent selection, the required probability is p(0.5)(0.5−p) 3!=0.117p(0.5)(0.5-p)\,3!=0.117 to three significant figures. The factor 3!3! counts every assignment of the three categories to the three selected men; use the unrounded p internally.

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(ii) Exactly three successes among five men

Let XX count the men taller than 183 cm out of five. The Teacher fills X∼B(5,0.0968005494)X\sim B(5,0.0968005494) and P(X=3)=0.00740P(X=3)=0.00740 to three significant figures. Equivalently evaluate (53)p3(1−p)2\binom53p^3(1-p)^2 using the unrounded probability.

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(iii) Convert the average event to a sum event

S=M1+M2+M3+W1+W2∼N(3(170)+2(160),3(102)+2(7.52))=N(830,412.5)S=M_1+M_2+M_3+W_1+W_2\sim N(3(170)+2(160),3(10^2)+2(7.5^2))=N(830,412.5). Thus P(S/5>168)=P(S>840)=0.311P(S/5>168)=P(S>840)=0.311 to three significant figures. The average is over five distinct people, not five times one height.

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(iv) Use a two-sided height difference

Under the stated independence assumption, D=M−W∼N(170−160,102+7.52)=N(10,156.25)D=M-W\sim N(170-160,10^2+7.5^2)=N(10,156.25). “Not more than 5 cm difference” means ∣D∣≤5|D|\le5, so P(−5≤M−W≤5)=0.230P(-5\le M-W\le5)=0.230 to three significant figures. It includes either spouse being taller; normal continuity makes endpoint inclusion immaterial to this probability.

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(v) State and qualify the modelling assumption

The source assumes that all selected people’s heights are independent, including the husband and wife. This is a modelling assumption, not something implied by marriage or by separate normal marginal distributions. It is needed for the source sum/difference variances and the normal combination model. The Teacher adds a pointer to the examiners’ report for 2009 Paper 2 Question 9(iv); that pointer is retained here without a claim that the report has been inspected.

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Common mistakes

A husband–wife difference is absolute, not just M−W≤5. Independence must be assumed explicitly; separate normal distributions alone do not imply it.

Read the hint