Chemegate

GATE 2025 Chemical Engineering, Q37 · Mathematics

The correct answer is A, a²/3.

Question

A probability distribution function is given as f(x) = 1/a for x (0, a), and 0 otherwise, where a is a positive constant. For a function g(x) =x2,= x², the expectation of g(x) is

  • A. a2/3a²/3
  • B. a3/3a³/3
  • C. 2a2/32a²/3
  • D. 2a3/32a³/3

Official answer: a2/3a²/3

Why

GATE 2025 official key: (A). For continuous X, E[g(X)] =g(x)f(x)dx= \int g(x)f(x)dx (law of the unconscious statistician). With f(x)=1/a on (0,a): E[X2]=0ax2(1/a)dx=(1/a)(a3/3)=a2/3.E[X²] = \int ₀ᵃ x²\cdot (1/a)dx = (1/a)(a³/3) = a²/3.

Explanation cross-checked for consistency. Final answer matches the official IIT answer key.