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CIE 9709 2026 June Paper 63 Q3

A Level / CIE / S2

CIE 9709 2026 June Paper 63 Paper · Question 3

题目

Problem

A random variable XX takes values between 00 and 66 only and has probability density function f(x)f(x) as shown in the diagram, where aa is a constant.

Given that E(X)=2\mathrm{E}(X)=2, find Var⁡(X)\operatorname{Var}(X).

(6)
题目中文翻译

随机变量 XX 只在 00 与 66 之间取值,其概率密度函数 f(x)f(x) 如图所示,其中 aa 是常数。

已知 E(X)=2\mathrm{E}(X)=2,求 Var⁡(X)\operatorname{Var}(X)。

(6)
原卷通用作答要求

Answer all questions. You should use a calculator where appropriate.

You must show all necessary working clearly; no marks will be given for unsupported answers from a calculator.

Give non-exact numerical answers correct to 3 significant figures, or 1 decimal place for angles in degrees, unless a different level of accuracy is specified in the question.

请回答所有题目。适当时应使用计算器。必须清楚展示所有必要的计算过程;仅给出计算器答案而没有过程,不予评分。除非题目另有精度要求,非精确数值答案保留 3 位有效数字,以度为单位的角度保留 1 位小数。

解答

解法一

思路

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图中密度下方面积是三角形,总面积为 11;确定高度后写出直线方程,再求二阶矩。

答题过程

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The area under the density is a triangle, so

12(6)a=1⟹a=13.\frac12(6)a=1\quad\Longrightarrow\quad a=\frac13.

The line through (0,1/3)(0,1/3) and (6,0)(6,0) has gradient −1/18-1/18. Thus

f(x)=13−x18.f(x)=\frac13-\frac{x}{18}.

This applies for 0≤x≤60\le x\le6.

The second moment is

E(X2)= ∫06x2(13−x18) dx= [x39−x472]06= 24−18=6.\begin{align*} \mathrm E(X^2) =&\,\int_0^6x^2\bigg(\frac13-\frac{x}{18}\bigg)\,\mathrm{d}x\\[4mm] =&\,\bigg[\frac{x^3}9-\frac{x^4}{72}\bigg]_0^6\\[4mm] =&\,24-18=6. \end{align*}

Using the given E(X)=2\mathrm E(X)=2,

Var⁡(X)= E(X2)−[E(X)]2= 6−22=2.\begin{align*} \operatorname{Var}(X)=&\,\mathrm E(X^2)-[\mathrm E(X)]^2\\[4mm] =&\,6-2^2=\boxed2. \end{align*}

解法二

思路

展开

也可先保留密度高度 aa,利用已给的期望反求 aa,再求二阶矩;最后检查密度总积分为 11。

答题过程

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The density line through (0,a)(0,a) and (6,0)(6,0) is

f(x)=a−a6x.f(x)=a-\frac a6x.

This applies for 0≤x≤60\le x\le6.

Using the given mean,

2=E(X)= ∫06(ax−a6x2) dx= [a2x2−a18x3]06= 18a−12a=6a.\begin{align*} 2=\mathrm E(X) =&\,\int_0^6\bigg(ax-\frac a6x^2\bigg)\,\mathrm{d}x\\[4mm] =&\,\bigg[\frac a2x^2-\frac a{18}x^3\bigg]_0^6\\[4mm] =&\,18a-12a=6a. \end{align*}

Hence a=1/3a=1/3. This also gives total probability ∫06f(x) dx=3a=1\int_0^6 f(x)\,\mathrm{d}x=3a=1, as required. Now

E(X2)= ∫06(ax2−a6x3) dx= [a3x3−a24x4]06= 72a−54a=18a=6.\begin{align*} \mathrm E(X^2) =&\,\int_0^6\bigg(ax^2-\frac a6x^3\bigg)\,\mathrm{d}x\\[4mm] =&\,\bigg[\frac a3x^3-\frac a{24}x^4\bigg]_0^6\\[4mm] =&\,72a-54a=18a=6. \end{align*}

Therefore Var⁡(X)=6−22=2\boxed{\operatorname{Var}(X)=6-2^2=2}.