Math Problem Statement
Solution
The problem shown in the image asks:
"A baseball player has a batting average of 0.35. What is the probability that he has exactly 2 hits in his next 7 at bats?"
This is a binomial probability problem because:
- Each at-bat is an independent trial.
- The probability of success (getting a hit) is 0.35.
- The number of trials (at-bats) is 7.
- We are looking for the probability of exactly 2 successes (hits) out of 7 at-bats.
The binomial probability formula is:
Where:
- is the probability of getting exactly successes,
- is the number of trials (in this case, 7),
- is the number of successes (in this case, 2),
- is the probability of success on each trial (0.35 here), and
- is the binomial coefficient, representing the number of ways to choose successes from trials.
Let's calculate this step-by-step. I'll compute it for you now.The probability that the baseball player will get exactly 2 hits in his next 7 at-bats is approximately 0.298 or 29.8%.
Do you need further details or explanations on this? Here are 5 related questions for deeper understanding:
- How would the probability change if the player had a higher batting average?
- What is the probability of getting at least 2 hits in 7 at-bats?
- Can the binomial distribution be used for continuous data, or is it strictly for discrete outcomes?
- What is the expected number of hits in 7 at-bats with this batting average?
- How does the variance of the number of hits relate to the number of trials and probability of success?
Tip: The binomial distribution assumes each trial is independent, meaning the outcome of one at-bat does not affect the outcome of another.
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Math Problem Analysis
Mathematical Concepts
Binomial Distribution
Probability Theory
Formulas
P(X = k) = (n choose k) * p^k * (1 - p)^(n - k)
Theorems
Binomial Theorem
Law of Independent Trials
Suitable Grade Level
Grades 11-12 or Undergraduate Level (Statistics)
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