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CIE 9709 2023 November Paper 53 Q4

A Level / CIE / S1

CIE 9709 2023 Nov Paper 53 Paper · Question 4

题目

Problem

The weights, x kgx\,\mathrm{kg}, of 120 students in a sports college are recorded. The results are summarised in the following table.

Weight (x kgx\,\mathrm{kg})x≤40x\leq 40x≤60x\leq 60x≤65x\leq 65x≤70x\leq 70x≤85x\leq 85x≤100x\leq 100
Cumulative frequency0143860106120

(a) Draw a cumulative frequency graph to represent this information.

(2)

(b) It is found that 35% of the students weigh more than W kgW\,\mathrm{kg}.

Use your graph to estimate the value of WW.

(2)

(c) Calculate estimates for the mean and standard deviation of the weights of the 120 students.

(6)

题目中文翻译

记录某体育学院 120 名学生的体重 x kgx\,\mathrm{kg},结果汇总于下表。

体重(x kgx\,\mathrm{kg})x≤40x\leq 40x≤60x\leq 60x≤65x\leq 65x≤70x\leq 70x≤85x\leq 85x≤100x\leq 100
累积频数0143860106120

(a) 画一条累积频数曲线表示这些数据。

(2)

(b) 发现 35% 的学生体重大于 W kgW\,\mathrm{kg}。

利用你所画的图估计 WW 的值。

(2)

(c) 计算这 120 名学生体重的均值和标准差的估计值。

(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

(a)

解法一

思路

展开

已经给累计频数,按各重量上界描点,从(40,0)画平滑递增曲线。

答题过程

展开

Plot the points

(40,0), (60,14), (65,38), (70,60), (85,106), (100,120).(40,0),\ (60,14),\ (65,38),\ (70,60),\ (85,106),\ (100,120).

Use linear scales with weight (kg) on the horizontal axis and cumulative frequency on the vertical axis. Join the points with a smooth increasing curve starting at (40,0)(40,0).

(b)

解法一

思路

展开

35%高于W,故W对应65%的累计人数,即78。

答题过程

展开

The required cumulative frequency is

120(1−0.35)=78.120(1-0.35)=78.

Read horizontally from cumulative frequency 78 to the curve and then vertically down to the weight axis. This gives W≈76 kgW\approx76\,\mathrm{kg}.

(c)

解法一

思路

展开

累计频数作差求实际组频数;40以下人数为0,无须给该空组虚构中点。

答题过程

展开

Subtract successive cumulative frequencies to obtain the class frequencies.

Weight interval (kg)Frequency ffMidpoint mm
40<x≤6040<x\leq6014145050
60<x≤6560<x\leq65242462.562.5
65<x≤7065<x\leq70222267.567.5
70<x≤8570<x\leq85464677.577.5
85<x≤10085<x\leq100141492.592.5

There are no students weighing 40 kg or less. Hence

∑fm= 14(50)+24(62.5)+22(67.5) +46(77.5)+14(92.5)=8545,\begin{align*} \sum fm=&\,14(50)+24(62.5)+22(67.5)\\[4mm] &\,\hspace{2pt}+46(77.5)+14(92.5)=8545, \end{align*}

and

∑fm2= 14(50)2+24(62.5)2+22(67.5)2 +46(77.5)2+14(92.5)2= 625062.5.\begin{align*} \sum fm^2=&\,14(50)^2+24(62.5)^2+22(67.5)^2\\[4mm] &\,\hspace{2pt}+46(77.5)^2+14(92.5)^2\\[4mm] =&\,625062.5. \end{align*}

The estimated mean is

x‾=8545120=71.208333…≈71.2 kg.\overline x=\frac{8545}{120}=71.208333\ldots\approx\boxed{71.2\text{ kg}}.

The estimated standard deviation is

σ= 625062.5120−(8545120)2= 138.227430…= 11.757016…≈11.8 kg.\begin{align*} \sigma=&\,\sqrt{\frac{625062.5}{120}-\biggl(\frac{8545}{120}\biggr)^2}\\[4mm] =&\,\sqrt{138.227430\ldots}\\[4mm] =&\,11.757016\ldots\approx\boxed{11.8\text{ kg}}. \end{align*}