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A random variable X has the following probability distribution:

X01234567
P(X)0k2k2k3kk²2k²7k² + k

The value of P(4<x<7)P(4 < x < 7) is equal to

Solution

✅ Correct Option: 1

The probability distribution has an unknown value kk. The sum of all probabilities must equal 1.

P(X=0)+P(X=1)+P(X=2)+P(X=3)+P(X=4)+P(X=5)+P(X=6)+P(X=7)=1P(X=0) + P(X=1) + P(X=2) + P(X=3) + P(X=4) + P(X=5) + P(X=6) + P(X=7) = 1

0+k+2k+2k+3k+k2+2k2+7k2+k=10 + k + 2k + 2k + 3k + k^2 + 2k^2 + 7k^2 + k = 1

Combining like terms:

10k2+9k=110k^2 + 9k = 1

10k2+9k−1=010k^2 + 9k - 1 = 0


Using the quadratic formula where a=10a = 10, b=9b = 9, c=−1c = -1:

k=−9±81−4(10)(−1)2(10)k = \dfrac{-9 \pm \sqrt{81 - 4(10)(-1)}}{2(10)}

k=−9±81+4020k = \dfrac{-9 \pm \sqrt{81 + 40}}{20}

k=−9±12120k = \dfrac{-9 \pm \sqrt{121}}{20}

k=−9±1120k = \dfrac{-9 \pm 11}{20}

This gives k=220=110k = \dfrac{2}{20} = \dfrac{1}{10} or k=−2020=−1k = \dfrac{-20}{20} = -1

Since probability cannot be negative, k=110k = \dfrac{1}{10}.


The notation 4<X<74 < X < 7 means XX is strictly between 4 and 7, so XX can only be 5 or 6.

P(4<X<7)=P(X=5)+P(X=6)P(4 < X < 7) = P(X=5) + P(X=6)

P(4<X<7)=k2+2k2P(4 < X < 7) = k^2 + 2k^2

P(4<X<7)=3k2P(4 < X < 7) = 3k^2

P(4<X<7)=3×(110)2P(4 < X < 7) = 3 \times \left(\dfrac{1}{10}\right)^2

P(4<X<7)=3×1100P(4 < X < 7) = 3 \times \dfrac{1}{100}

P(4<X<7)=3100P(4 < X < 7) = \dfrac{3}{100}

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