Math Problem Statement

A fair 4-sided die is tossed. If X denotes the random variable giving the number on the bottom face of the die, find E(X). (Round your answer to 2 decimal places.)

Solution

To find the expected value E(X)E(X) of a fair 4-sided die, we use the formula for the expected value of a discrete random variable:

E(X)=xxP(x)E(X) = \sum_{x} x \cdot P(x)

Where:

  • xx is a possible outcome, which in this case is the number on the bottom face of the die (1, 2, 3, or 4).
  • P(x)P(x) is the probability of each outcome. Since the die is fair, each outcome has an equal probability of 14\frac{1}{4}.

So, we compute the expected value as follows:

E(X)=114+214+314+414E(X) = 1 \cdot \frac{1}{4} + 2 \cdot \frac{1}{4} + 3 \cdot \frac{1}{4} + 4 \cdot \frac{1}{4}

Simplifying the terms:

E(X)=14(1+2+3+4)=1410=2.5E(X) = \frac{1}{4}(1 + 2 + 3 + 4) = \frac{1}{4} \cdot 10 = 2.5

Thus, the expected value E(X)E(X) is:

E(X)=2.50E(X) = 2.50

Let me know if you want any further details or explanations!

Here are 5 related questions:

  1. What is the variance of XX for this 4-sided die?
  2. How would the expected value change if the die were biased?
  3. What is the expected value for a 6-sided die?
  4. What is the probability that XX is greater than 2?
  5. How does the expected value change with the number of sides on the die?

Tip: The expected value for any fair nn-sided die is always n+12\frac{n+1}{2}.

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Math Problem Analysis

Mathematical Concepts

Probability
Expected Value
Discrete Random Variables

Formulas

E(X) = Σx * P(x)

Theorems

Expected Value Theorem for Discrete Random Variables

Suitable Grade Level

Grades 9-12