Math Problem Statement
Solution
We are given the probability distribution of a random variable , which represents the number of hits a baseball player obtains in the next 3 at-bats. The probabilities are:
We are tasked with finding the expected value .
Step-by-step solution:
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Express using the relationship given: Let . Then:
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The sum of all probabilities must equal 1: Substituting the known probabilities: Simplifying: Therefore, and .
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Now we calculate : The expected value is given by the formula: Substituting the values: Simplifying:
Thus, the value of is , which corresponds to option (c).
Would you like further clarification on any steps?
Related Questions:
- How would the expected value change if were increased?
- Can the sum of probabilities ever exceed 1?
- What is the variance for this probability distribution?
- How does the relationship between and affect the solution?
- What would the expected value be if followed a uniform distribution?
Tip:
Always remember that the sum of all probabilities in a probability distribution must equal 1, which is useful when solving for unknown probabilities.
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Math Problem Analysis
Mathematical Concepts
Probability
Expected Value
Random Variables
Formulas
E(X) = Σ [x * P(X = x)]
Sum of probabilities: P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3) = 1
Theorems
Law of Total Probability
Suitable Grade Level
Grades 11-12
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