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JEE Main 20236 AprilEvening Shift
Exam
JEE Main
Year
2023
Date
6 April
Shift
Evening Shift
Subject
Mathematics
Chapter
Statistics

JEE Main 2023 · 6 April · Evening Shift · Mathematics · Statistics

If the mean and variance of the frequency distribution x _ i 2 4 6...

If the mean and variance of the frequency distribution

xi{x}_{i} 22 44 66 88 1010 1212 1414 1616
fi{f}_{i} 44 44 α\alpha 1515 88 β\beta 44 55

are 99 and 15.0815 . 08 respectively, then the value of α2+β2−αβ{\alpha}^{2} + {\beta}^{2} - \alpha\beta is _____.

Correct answer

0

Step-by-step solution

Given,

The mean and variance of the frequency distribution

xi{x}_{i} 22 44 66 88 1010 1212 1414 1616
fi{f}_{i} 44 44 α\alpha 1515 88 β\beta 44 55

are 99 and 15.0815 . 08 respectively,

Now mean is given by,

Mean =8+16+120+80+56+80+6α+12β40+α+β=9= \dfrac{8 + 16 + 120 + 80 + 56 + 80 + 6\alpha + 12\beta}{40 + \alpha + \beta} = 9

⇒360+9α+9β=360+6α+12β⇒ 360 + 9\alpha + 9\beta = 360 + 6\alpha + 12\beta

⇒3α−3β=0⇒ 3\alpha - 3\beta = 0

⇒α=β......(1)⇒ \alpha = \beta . . . . . . \left(1\right)

Now variance is given by,

15.08=16+64+36α+960+800+144α+784+128040+2α−9215 . 08 = \dfrac{16 + 64 + 36\alpha + 960 + 800 + 144\alpha + 784 + 1280}{40 + 2\alpha} - {9}^{2}

⇒96.08=3904+180α40+2α⇒ 96 . 08 = \dfrac{3904 + 180\alpha}{40 + 2\alpha}

⇒(40+2α)(96.08)=3904+180α⇒ \left(40 + 2\alpha\right)\left(96 . 08\right) = 3904 + 180\alpha

⇒3843.20+(192.16)α=3904+180α⇒ 3843 . 20 + ( 192 . 16 ) \alpha = 3904 + 180\alpha

⇒(12.16)α=60.80⇒ ( 12 . 16 ) \alpha = 60 . 80

⇒α=5=β⇒ \alpha = 5 = \beta

Hence, α2+β2−αβ=25+25−25=25{\alpha}^{2} + {\beta}^{2} - \alpha\beta = 25 + 25 - 25 = 25

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