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JEE Main 2024 · Mathematics · Statistics · hard

One group of 20 observations has mean 8 and variance 5; another group of 30 observations has mean 13 and variance 10. The two groups are pooled, and…

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One group of 2020 observations has mean 88 and variance 55; another group of 3030 observations has mean 1313 and variance 1010. The two groups are pooled, and every observation of the pooled data is then replaced by twice itself plus 33. The variance of the new data is
  1. A. 5656
  2. B. 2828
  3. C. 1414
  4. D. 5959
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Answer: (A) 5656

The pooled mean is 20⋅8+30⋅1350=11\dfrac{20\cdot8+30\cdot13}{50}=11. The pooled variance is n1(σ12+d12)+n2(σ22+d22)n1+n2\dfrac{n_1(\sigma_1^2+d_1^2)+n_2(\sigma_2^2+d_2^2)}{n_1+n_2} with d1=8−11=−3d_1=8-11=-3 and d2=13−11=2d_2=13-11=2: 20(5+9)+30(10+4)50=280+42050=14\dfrac{20(5+9)+30(10+4)}{50}=\dfrac{280+420}{50}=14. Under x↦2x+3x\mapsto2x+3 the variance is multiplied by 22=42^2=4 and the shift of 33 has no effect, so the new variance is 4⋅14=564\cdot14=56. Forgetting the squared mean-differences gives 88, and forgetting to square the factor 22 gives 2828. Always compute the pooled variance from the pooled mean, not from the average of the two variances.
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