Find the expected value E(X) of a random variable X having the following probability distribution. (Enter an exact number as an integer, fraction, or decimal.) E(X) = 4.75 -3 -1 1 5 1 3 1 P(X = x) 8 4 16 4 16 8

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**Title: Calculating the Expected Value of a Random Variable**

**Objective:** Learn how to find the expected value \( E(X) \) of a random variable \( X \) given its probability distribution.

**Problem Statement:**
Find the expected value \( E(X) \) of a random variable \( X \) having the following probability distribution. (Enter an exact number as an integer, fraction, or decimal.)

**Incorrect Value Entered:** \( E(X) = 4.75 \)

**Probability Distribution Table:**

| \( x \)   | -3 | -1 | 1 | 3 | 5 | 7 |
|-----------|----|----|---|---|---|---|
| \( P(X=x) \) | \( \frac{1}{8} \) | \( \frac{1}{4} \) | \( \frac{3}{16} \) | \( \frac{1}{4} \) | \( \frac{1}{16} \) | \( \frac{1}{8} \) |

**Instructions:**
1. Multiply each value of \( x \) by its corresponding probability \( P(X=x) \).
2. Sum all these products to get the expected value \( E(X) \).

**Notes:**
- Ensure all fractions are simplified and all arithmetic is accurate to ensure the correct expected value calculation.
- Compare your result with the initially entered incorrect value of 4.75 to verify accuracy.
Transcribed Image Text:**Title: Calculating the Expected Value of a Random Variable** **Objective:** Learn how to find the expected value \( E(X) \) of a random variable \( X \) given its probability distribution. **Problem Statement:** Find the expected value \( E(X) \) of a random variable \( X \) having the following probability distribution. (Enter an exact number as an integer, fraction, or decimal.) **Incorrect Value Entered:** \( E(X) = 4.75 \) **Probability Distribution Table:** | \( x \) | -3 | -1 | 1 | 3 | 5 | 7 | |-----------|----|----|---|---|---|---| | \( P(X=x) \) | \( \frac{1}{8} \) | \( \frac{1}{4} \) | \( \frac{3}{16} \) | \( \frac{1}{4} \) | \( \frac{1}{16} \) | \( \frac{1}{8} \) | **Instructions:** 1. Multiply each value of \( x \) by its corresponding probability \( P(X=x) \). 2. Sum all these products to get the expected value \( E(X) \). **Notes:** - Ensure all fractions are simplified and all arithmetic is accurate to ensure the correct expected value calculation. - Compare your result with the initially entered incorrect value of 4.75 to verify accuracy.
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