GATE (TF) Textile 2016 Question Paper Solution | GATE/2016/TF/03

Question 03 (Textile Engineering & Fibre Science)

Let ܺX be a normally distributed random variable with mean 2 and variance 4. Then, the mean of \frac{X-2}{2} is equal to __-0.01:0.01___.

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X is normally distributed random variable.
Mean(P)=2
np=2 ,p=1-q
and variance(\sigma)=4
npq=4
Now, \frac{np}{npq}=\frac{2}{4}
q=2 and p=-1
Now,
Mean of f(X)=\frac{X-2}{2}
Mean=\int_{p}^{q} Xf(X) dx
Mean=\int_{-1}^{2} X\frac{X-2}{2} dx
Mean=\frac{1}{2}\int_{-1}^{2} X(X-2) dx
Mean=\frac{1}{2}[\int_{-1}^{2} (X^2) dx-\int_{-1}^{2} (2X) dx]
Mean=\frac{1}{2}[\frac{X^3}{3}]_{-1}^{2}-\frac{1}{2}[X^2]_{-1}^{2}
Mean=\frac{1}{2}[\frac{2^3}{3}-\frac{-1^3}{3}]-\frac{1}{2}[2^2-(-1)^2]
Mean=0 (Ans)

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