A box contains 10 pens of which 3 are defective. A sample of 2 pens is drawn at random and let X denote the number of defective pens. Then the variance of X is

Solution & Explanation

### Related Formula Variance formula for discrete random variables: textVar(X) = sum x_i^2 P(x_i) - mu^2, quad mu = sum x_i P(x_i) ### Core Logic Total selection size is ^10mathrmC_2 = 45. X can take values 0, 1, 2. Set up probability distribution table:
x_ix = 0x = 1x = 2
P(x_i)frac^7mathrmC_2^10mathrmC_2 = frac2145 = frac715frac^7mathrmC_1 times ^3mathrmC_1^10mathrmC_2 = frac2145 = frac715frac^3mathrmC_2^10mathrmC_2 = frac345 = frac115
### Step 1: Calculate Mean mu = 0left(frac715right) + 1left(frac715right) + 2left(frac115right) = frac915 = frac35 ### Step 2: Calculate Variance sum x_i^2 P(x_i) = 0^2left(frac715right) + 1^2left(frac715right) + 2^2left(frac115right) = frac7 + 415 = frac1115 textVar(X) = frac1115 - left(frac35right)^2 = frac1115 - frac925 = frac55 - 2775 = frac2875 ### Pattern Recognition This setup maps identically to a Hypergeometric Distribution. Checking fractions against a common denominator (15 or 45) helps avoid simple fractional reduction errors. ### Evaluation Rubric / Model Answer null ### Chapter Mix Class 12 Mathematics: Probability

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More Probability Previous-Year Questions — Page 6

Q19 jee_main_2024_31_jan_morning Variance of Random Variable
Three rotten apples are accidently mixed with fifteen good apples. Assuming the random variable X to be the number of rotten apples in a draw of two apples, the variance of X is
  • A. frac37153
  • B. frac57153
  • C. frac47153
  • D. frac40153

Solution

### Core Logic Total apples = 18 (3 rotten, 15 good). Random variable X = \0, 1, 2\ representing the number of rotten apples. ### Step 1: Probability Distribution P(X = 0) = frac^15C_2^18C_2 = frac105153 P(X = 1) = frac^3C_1 times ^15C_1^18C_2 = frac45153 P(X = 2) = frac^3C_2^18C_2 = frac3153 ### Step 2: Expectation E(X) = 0 times frac105153 + 1 times frac45153 + 2 times frac3153 = frac51153 = frac13 ### Step 3: Variance E(X^2) = 0 times frac105153 + 1 times frac45153 + 4 times frac3153 = frac57153 Var(X) = E(X^2) - (E(X))^2 = frac57153 - left(frac13right)^2 = frac57153 - frac17153 = frac40153 ### Evaluation Rubric / Model Answer null ### Chapter Mix Class 12 Maths: Probability

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