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A random variable Y has the following probability distribution: P(Y=0)=1/8, P(Y=1)=2K, P(Y=2)=1/6, P(Y=3)=3K, P(Y=4)=2/8. Find the value of K and E[2Y+4].

Mathematics

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Step 1: Find the value of KK.
The sum of all probabilities in a probability distribution must equal 1.

∑P(Y)=1\sum P(Y) = 1 P(Y=0)+P(Y=1)+P(Y=2)+P(Y=3)+P(Y=4)=1P(Y=0) + P(Y=1) + P(Y=2) + P(Y=3) + P(Y=4) = 1 18+2K+16+3K+28=1\frac{1}{8} + 2K + \frac{1}{6} + 3K + \frac{2}{8} = 1

Combine the constant terms and the terms with KK:

(18+28)+16+(2K+3K)=1\left(\frac{1}{8} + \frac{2}{8}\right) + \frac{1}{6} + (2K + 3K) = 1 38+16+5K=1\frac{3}{8} + \frac{1}{6} + 5K = 1

Find a common denominator for 38\frac{3}{8} and 16\frac{1}{6}, which is 24:

3×38×3+1×46×4+5K=1\frac{3 \times 3}{8 \times 3} + \frac{1 \times 4}{6 \times 4} + 5K = 1 924+424+5K=1\frac{9}{24} + \frac{4}{24} + 5K = 1 1324+5K=1\frac{13}{24} + 5K = 1

Subtract 1324\frac{13}{24} from both sides:

5K=1−13245K = 1 - \frac{13}{24} 5K=2424−13245K = \frac{24}{24} - \frac{13}{24} 5K=11245K = \frac{11}{24}

Divide by 5:

K=1124×5K = \frac{11}{24 \times 5} K=11120K = \frac{11}{120}

The value of KK is 11120\boxed{\frac{11}{120}}.

Step 2: Find E[2Y+4]E[2Y + 4].
First, calculate the expected value of YY, E[Y]E[Y].

E[Y]=∑Y⋅P(Y)E[Y] = \sum Y \cdot P(Y) E[Y]=(0⋅18)+(1⋅2K)+(2⋅16)+(3⋅3K)+(4⋅28)E[Y] = \left(0 \cdot \frac{1}{8}\right) + (1 \cdot 2K) + \left(2 \cdot \frac{1}{6}\right) + (3 \cdot 3K) + \left(4 \cdot \frac{2}{8}\right) E[Y]=0+2K+26+9K+88E[Y] = 0 + 2K + \frac{2}{6} + 9K + \frac{8}{8} E[Y]=11K+13+1E[Y] = 11K + \frac{1}{3} + 1 E[Y]=11K+43E[Y] = 11K + \frac{4}{3}

Substitute the value of K=11120K = \frac{11}{120}:

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