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Statistics question

2024 · 9 Apr · Shift 1 · Q39
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Statistics question

2024 · 9 Apr · Shift 1 · Q39

JEE MainMathematicsStatisticsMCQ+4 / −1

The frequency distribution of the age of students in a class of 40 students is given below.

Age 15 16 17 18 19 20
No of Students 5 8 5 12 xxx yyy

If the mean deviation about the median is 1.25, then 4x+5y4x+5y4x+5y is equal to :

  1. A
    43
  2. B
    46
  3. C
    44
  4. D
    47
View written solutionFree

Correct answer: C

  1. Write the given frequency table

Ages and frequencies are:

Age151617181920Frequency58512xy\begin{array}{c|cccccc} \text{Age} & 15 & 16 & 17 & 18 & 19 & 20 \\ \hline \text{Frequency} & 5 & 8 & 5 & 12 & x & y \end{array}AgeFrequency​155​168​175​1812​19x​20y​​

Total students =40=40=40, so

5+8+5+12+x+y=405+8+5+12+x+y=405+8+5+12+x+y=40 30+x+y=4030+x+y=4030+x+y=40 x+y=10...(1)x+y=10 \qquad ...(1)x+y=10...(1)
  1. Find the median

Since there are 404040 students, the median is the average of the 20th20^{\text{th}}20th and 21st21^{\text{st}}21st observations.

Now compute cumulative frequencies:

  • Age 151515: positions 111 to 555
  • Age 161616: positions 666 to 131313
  • Age 171717: positions 141414 to 181818
  • Age 181818: positions 191919 to 303030

Thus both the 20th20^{\text{th}}20th and 21st21^{\text{st}}21st observations are 181818.

So the median is

M=18M=18M=18
  1. Use mean deviation about the median

Mean deviation about median is given by

M.D. about median=∑f∣xi−M∣N\text{M.D. about median} = \frac{\sum f|x_i-M|}{N}M.D. about median=N∑f∣xi​−M∣​

Given this value is 1.251.251.25 and N=40N=40N=40, so

∑f∣xi−18∣40=1.25\frac{\sum f|x_i-18|}{40}=1.2540∑f∣xi​−18∣​=1.25 ∑f∣xi−18∣=50\sum f|x_i-18|=50∑f∣xi​−18∣=50

Now calculate:

  • For age 151515: ∣15−18∣=3|15-18|=3∣15−18∣=3, contribution =5⋅3=15=5\cdot 3=15=5⋅3=15
  • For age 161616: ∣16−18∣=2|16-18|=2∣16−18∣=2, contribution =8⋅2=16=8\cdot 2=16=8⋅2=16
  • For age 171717: ∣17−18∣=1|17-18|=1∣17−18∣=1, contribution =5⋅1=5=5\cdot 1=5=5⋅1=5
  • For age 181818: ∣18−18∣=0|18-18|=0∣18−18∣=0, contribution =12⋅0=0=12\cdot 0=0=12⋅0=0
  • For age 191919: ∣19−18∣=1|19-18|=1∣19−18∣=1, contribution =x⋅1=x=x\cdot 1=x=x⋅1=x
  • For age 202020: ∣20−18∣=2|20-18|=2∣20−18∣=2, contribution =y⋅2=2y=y\cdot 2=2y=y⋅2=2y

Therefore,

15+16+5+0+x+2y=5015+16+5+0+x+2y=5015+16+5+0+x+2y=50 36+x+2y=5036+x+2y=5036+x+2y=50 x+2y=14...(2)x+2y=14 \qquad ...(2)x+2y=14...(2)
  1. Solve the equations

From (1):

x+y=10x+y=10x+y=10

From (2):

x+2y=14x+2y=14x+2y=14

Subtracting,

y=4y=4y=4

Then

x=10−4=6x=10-4=6x=10−4=6
  1. Compute 4x+5y4x+5y4x+5y
4x+5y=4(6)+5(4)=24+20=444x+5y = 4(6)+5(4)=24+20=444x+5y=4(6)+5(4)=24+20=44
  1. Check with options

The value is

44\boxed{44}44​

So the correct option is C.

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