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Statistics question

2022 · 26 Jun · Shift 2 · Q36
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Statistics question

2022 · 26 Jun · Shift 2 · Q36

JEE MainMathematicsStatisticsMCQ+4 / −1
The mean and standard deviation of 50 observations are 15 and 2 respectively. It was found that one incorrect observation was taken such that the sum of correct and incorrect observations is 70. If the correct mean is 16, then the correct variance is equal to :
  1. A
    10
  2. B
    36
  3. C
    43
  4. D
    60
View written solutionFree

Correct answer: C

  1. Given data for the 50 observations (with one wrong observation included):
  • Number of observations: n=50n=50n=50
  • Mean: xˉ=15\bar x=15xˉ=15
  • Standard deviation: σ=2\sigma=2σ=2

So the total sum is ∑x=nxˉ=50⋅15=750.\sum x = n\bar x = 50\cdot 15 = 750.∑x=nxˉ=50⋅15=750.

Also, σ2=4.\sigma^2 = 4.σ2=4. Using σ2=∑x2n−xˉ2,\sigma^2 = \frac{\sum x^2}{n} - \bar x^2,σ2=n∑x2​−xˉ2, we get 4=∑x250−152.4 = \frac{\sum x^2}{50} - 15^2.4=50∑x2​−152. Thus, 4=∑x250−2254 = \frac{\sum x^2}{50} - 2254=50∑x2​−225 ∑x250=229\frac{\sum x^2}{50} = 22950∑x2​=229 ∑x2=50⋅229=11450.\sum x^2 = 50\cdot 229 = 11450.∑x2=50⋅229=11450.

  1. Use the condition about correct and incorrect observation:

Let the incorrect observation be www and the correct observation be ccc. Given: w+c=70.w+c=70.w+c=70.

Also, the correct mean is 161616, so the correct total sum should be 50⋅16=800.50\cdot 16 = 800.50⋅16=800.

Now, correct sum=wrong sum−w+c\text{correct sum} = \text{wrong sum} - w + ccorrect sum=wrong sum−w+c 800=750−w+c800 = 750 - w + c800=750−w+c c−w=50.c-w=50.c−w=50.

Now solve the system: c+w=70,c−w=50.c+w=70,\qquad c-w=50.c+w=70,c−w=50. Adding, 2c=120⇒c=60.2c=120 \Rightarrow c=60.2c=120⇒c=60. Then, w=10.w=10.w=10.

  1. Find the correct sum of squares:

The wrong sum of squares is 11450.11450.11450. Replace w=10w=10w=10 by c=60c=60c=60: ∑xcorrect2=11450−102+602\sum x^2_{\text{correct}} = 11450 - 10^2 + 60^2∑xcorrect2​=11450−102+602 =11450−100+3600=11450 - 100 + 3600=11450−100+3600 =14950.=14950.=14950.

  1. Compute the correct variance:

For the corrected data,

  • Mean =16=16=16
  • n=50n=50n=50
  • ∑x2=14950\sum x^2=14950∑x2=14950

Hence variance is σ2=1495050−162\sigma^2 = \frac{14950}{50} - 16^2σ2=5014950​−162 =299−256=299 - 256=299−256 =43.=43.=43.

  1. Match with options:

The correct variance is 43.\boxed{43}.43​. So the correct option is C.

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