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Statistics question

2021 · 22 Jul · Shift 2 · Q41
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Statistics question

2021 · 22 Jul · Shift 2 · Q41

JEE MainMathematicsStatisticsNumerical+4 / −1
Consider the following frequency distribution :

Class : 0-6 6-12 12-18 18-24 24-30
Frequency : aaa bbb 12 9 5

If mean = 30922{{309} \over {22}}22309​ and median = 14, then the value (a −-− b)2 is equal to ‾\underline{\hspace{2cm}}​.
Numerical answer
View written solutionFree

Correct answer: 4

  1. Given frequency table

the class intervals are: 0−6, 6−12, 12−18, 18−24, 24−300-6,\ 6-12,\ 12-18,\ 18-24,\ 24-300−6, 6−12, 12−18, 18−24, 24−30 with frequencies: a, b, 12, 9, 5a,\ b,\ 12,\ 9,\ 5a, b, 12, 9, 5

So total frequency is N=a+b+12+9+5=a+b+26N=a+b+12+9+5=a+b+26N=a+b+12+9+5=a+b+26

  1. Using the mean

Class marks are: 3, 9, 15, 21, 273,\ 9,\ 15,\ 21,\ 273, 9, 15, 21, 27

Hence xˉ=3a+9b+15⋅12+21⋅9+27⋅5a+b+26\bar x=\frac{3a+9b+15\cdot 12+21\cdot 9+27\cdot 5}{a+b+26}xˉ=a+b+263a+9b+15⋅12+21⋅9+27⋅5​

Compute constants: 15⋅12=180,21⋅9=189,27⋅5=13515\cdot 12=180,\quad 21\cdot 9=189,\quad 27\cdot 5=13515⋅12=180,21⋅9=189,27⋅5=135 so \bar x=\frac{3a+9b+180+189+135}{a+b+26}= rac{3a+9b+504}{a+b+26}

Given mean is 30922\frac{309}{22}22309​ thus 3a+9b+504a+b+26=30922\frac{3a+9b+504}{a+b+26}=\frac{309}{22}a+b+263a+9b+504​=22309​

Cross-multiplying: 22(3a+9b+504)=309(a+b+26)22(3a+9b+504)=309(a+b+26)22(3a+9b+504)=309(a+b+26) 66a+198b+11088=309a+309b+803466a+198b+11088=309a+309b+803466a+198b+11088=309a+309b+8034 3054=243a+111b3054=243a+111b3054=243a+111b Divide by 3: 1018=81a+37b...(1)1018=81a+37b \qquad ...(1)1018=81a+37b...(1)

  1. Using the median

Median formula for grouped data: Median=l+(N2−cff)h\text{Median}=l+\left(\frac{\frac N2-c_f}{f}\right)hMedian=l+(f2N​−cf​​)h

Given median = 14.

Now 14 lies in the class 12−1812-1812−18, so median class is 12−1812-1812−18.

Thus:

  • lower limit l=12l=12l=12
  • class width h=6h=6h=6
  • frequency of median class f=12f=12f=12
  • cumulative frequency before median class cf=a+bc_f=a+bcf​=a+b
  • total frequency N=a+b+26N=a+b+26N=a+b+26

Apply formula: 14=12+(a+b+262−(a+b)12)614=12+\left(\frac{\frac{a+b+26}{2}-(a+b)}{12}\right)614=12+(122a+b+26​−(a+b)​)6

So 2=(a+b+262−(a+b)12)62=\left(\frac{\frac{a+b+26}{2}-(a+b)}{12}\right)62=(122a+b+26​−(a+b)​)6

Multiply both sides by 12: 24=6(a+b+262−(a+b))24=6\left(\frac{a+b+26}{2}-(a+b)\right)24=6(2a+b+26​−(a+b)) 4=a+b+262−(a+b)4=\frac{a+b+26}{2}-(a+b)4=2a+b+26​−(a+b)

Now simplify: 4=a+b+26−2a−2b2=26−a−b24=\frac{a+b+26-2a-2b}{2}=\frac{26-a-b}{2}4=2a+b+26−2a−2b​=226−a−b​ 8=26−a−b8=26-a-b8=26−a−b a+b=18...(2)a+b=18 \qquad ...(2)a+b=18...(2)

  1. Solve equations (1) and (2)

From (2): b=18−ab=18-ab=18−a

Substitute into (1): 81a+37(18−a)=101881a+37(18-a)=101881a+37(18−a)=1018 81a+666−37a=101881a+666-37a=101881a+666−37a=1018 44a=35244a=35244a=352 a=8a=8a=8

Then b=18−8=10b=18-8=10b=18−8=10

  1. Find (a−b)2(a-b)^2(a−b)2

a−b=8−10=−2a-b=8-10=-2a−b=8−10=−2 (a−b)2=(−2)2=4(a-b)^2=(-2)^2=4(a−b)2=(−2)2=4

Final Answer

4\boxed{4}4​

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