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Algebra Difficulty 3.0 AMC 10/12 Find the answer

Given that the random variable ξB(6,p)\xi \sim B(6,p), and E(2ξ3)=5E(2\xi -3)=5, find D(3ξ)=______D(3\xi)=\_\_\_\_\_\_.

A number or a short expression. Spacing and $ signs are ignored.

Solution

To solve for D(3ξ)D(3\xi) given that ξB(6,p)\xi \sim B(6,p) and E(2ξ3)=5E(2\xi -3)=5, we proceed as follows:

1. **Find E(ξ)E(\xi):**

Given E(2ξ3)=5E(2\xi -3)=5, we can express this as:
E(2ξ3)=2E(ξ)35=2E(ξ)3\begin{align*} E(2\xi -3) & = 2E(\xi) - 3 \\ 5 & = 2E(\xi) - 3 \end{align*}

Solving for E(ξ)E(\xi), we get:
2E(ξ)=5+32E(ξ)=8E(ξ)=82E(ξ)=4\begin{align*} 2E(\xi) & = 5 + 3 \\ 2E(\xi) & = 8 \\ E(\xi) & = \frac{8}{2} \\ E(\xi) & = 4 \end{align*}

2. **Solve for pp:**

Since E(ξ)=6pE(\xi) = 6p, we have:
6p=4p=46p=23\begin{align*} 6p & = 4 \\ p & = \frac{4}{6} \\ p & = \frac{2}{3} \end{align*}

3. **Find D(ξ)D(\xi):**

Knowing that D(ξ)=6p(1p)D(\xi) = 6p(1-p), we substitute p=23p = \frac{2}{3}:
D(ξ)=623(123)=62313=629=129=43\begin{align*} D(\xi) & = 6 \cdot \frac{2}{3} \cdot \left(1 - \frac{2}{3}\right) \\ & = 6 \cdot \frac{2}{3} \cdot \frac{1}{3} \\ & = 6 \cdot \frac{2}{9} \\ & = \frac{12}{9} \\ & = \frac{4}{3} \end{align*}

4. **Calculate D(3ξ)D(3\xi):**

Knowing that D(kξ)=k2D(ξ)D(k\xi) = k^2D(\xi) for any constant kk, we find D(3ξ)D(3\xi) by setting k=3k=3:
D(3ξ)=32D(ξ)=943=12\begin{align*} D(3\xi) & = 3^2D(\xi) \\ & = 9 \cdot \frac{4}{3} \\ & = 12 \end{align*}

Therefore, the variance of 3ξ3\xi is 12\boxed{12}.

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Source: NuminaMath-1.5, licensed Apache-2.0. Statement and solution reproduced as published; topic and difficulty added by this site.