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If the probability density of a random variable is given by

F(x))={k(1−x²) for 0 { 0 elsewhere
Find the value of k and the probabilities that a random variable having this probability on a value:
(a) Between 0.1 and 0.2.
(b) Greater than 0.5.

User Murtho
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1 Answer

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The probability of a random variable having this probability on a value:

a) Between 0.1 and 0.2 is approximately 0.2.

b) Greater than 0.5 is approximately 0.5 .

Normalization condition: The total area under the PDF curve must equal 1, representing 100% probability.

Since F(x) is a PDF only between 0 and 1, we have:

∫₀¹ k(1 - x²) dx = 1

Solving the integral:

∫₀¹ k(1 - x²) dx = kx - (kx³/3) ∣₀¹ = k (1 - 1/3) = 2k/3 = 1

Finding k:

2k/3 = 1

k = 3/2

Therefore, the value of k is 3/2.

Probabilities:

a) Between 0.1 and 0.2:

P(0.1 < X < 0.2) = ∫₀.₂ k(1 - x²) dx

Substituting k with 3/2:

P(0.1 < X < 0.2) = 3/2 * (x - (x³/3)) ∣₀.₂ = 3/2 * ((0.2 - 0.2²/3) - (0 - 0/3))

Calculating:

P(0.1 < X < 0.2) = 3/2 * (0.1333) = 0.19995 ≈ 0.2

b) Greater than 0.5:

P(X > 0.5) = ∫₀.⁵ k(1 - x²) dx

Substituting k with 3/2:

P(X > 0.5) = 3/2 * (x - (x³/3)) ∣₀.⁵ = 3/2 * ((0.5 - 0.5³/3) - (0 - 0/3))

Calculating:

P(X > 0.5) = 3/2 * (0.3333) = 0.49995 ≈ 0.5 .