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The probability distribution of a random variable X is given by

X012
P(X)1−7a21 - 7a^212a+14\frac{1}{2}a + \frac{1}{4}a2a^2

If a>0a > 0, then P(0<x≤2)P(0 < x \leq 2) is equal to

Solution

✅ Correct Option: 3

The probability P(0<X≤2)P(0 < X \leq 2) represents values where XX is greater than 0 and less than or equal to 2.

From the table, this includes X=1X = 1 and X=2X = 2 (but not X=0X = 0).

P(0<X≤2)=P(X=1)+P(X=2)P(0 < X \leq 2) = P(X=1) + P(X=2)


In any probability distribution, all probabilities sum to 1.

P(X=0)+P(X=1)+P(X=2)=1P(X=0) + P(X=1) + P(X=2) = 1

(1−7a2)+(12a+14)+a2=1(1 - 7a^2) + (\frac{1}{2}a + \frac{1}{4}) + a^2 = 1

1−7a2+12a+14+a2=11 - 7a^2 + \frac{1}{2}a + \frac{1}{4} + a^2 = 1

54−6a2+12a=1\frac{5}{4} - 6a^2 + \frac{1}{2}a = 1

−6a2+12a+14=0-6a^2 + \frac{1}{2}a + \frac{1}{4} = 0

Multiplying by 4:

−24a2+2a+1=0-24a^2 + 2a + 1 = 0

24a2−2a−1=024a^2 - 2a - 1 = 0


a=−(−2)±(−2)2−4(24)(−1)2(24)a = \frac{-(-2) \pm \sqrt{(-2)^2 - 4(24)(-1)}}{2(24)}

a=2±4+9648a = \frac{2 \pm \sqrt{4 + 96}}{48}

a=2±10048a = \frac{2 \pm \sqrt{100}}{48}

a=2±1048a = \frac{2 \pm 10}{48}

This gives a=1248=14a = \frac{12}{48} = \frac{1}{4} or a=−848=−16a = \frac{-8}{48} = -\frac{1}{6}

Since a>0a > 0, we have a=14a = \frac{1}{4}


P(X=1)=12×14+14P(X=1) = \frac{1}{2} \times \frac{1}{4} + \frac{1}{4}

P(X=1)=18+28P(X=1) = \frac{1}{8} + \frac{2}{8}

P(X=1)=38P(X=1) = \frac{3}{8}

P(X=2)=(14)2P(X=2) = (\frac{1}{4})^2

P(X=2)=116P(X=2) = \frac{1}{16}


P(0<X≤2)=P(X=1)+P(X=2)P(0 < X \leq 2) = P(X=1) + P(X=2)

P(0<X≤2)=38+116P(0 < X \leq 2) = \frac{3}{8} + \frac{1}{16}

P(0<X≤2)=616+116P(0 < X \leq 2) = \frac{6}{16} + \frac{1}{16}

P(0<X≤2)=716P(0 < X \leq 2) = \frac{7}{16}

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