Math Problem Statement
A binomial experiment has the given number of trials n and the given success probability p. n=8, p=0.5
Part: 0 / 3 0 of 3 Parts Complete Part 1 of 3 (a)Determine the probability P(2). Round the answer to at least three decimal places.
P(2)=
Solution
In a binomial experiment, the probability of obtaining exactly successes in trials is given by the binomial probability formula:
Where:
- is the number of trials,
- is the probability of success on a single trial,
- is the number of successes.
First, calculate the binomial coefficient , which is defined as:
Let's compute .
Now, I'll calculate this step by step.The probability is when rounded to three decimal places.
Would you like more details, or do you have any further questions?
Here are 5 related questions to consider:
- What is the probability of exactly 3 successes in this binomial experiment?
- How would the probability change if the number of trials was increased to 10?
- What is the expected number of successes in this experiment?
- How do you calculate the variance for a binomial distribution?
- What is the probability of getting at most 2 successes in this experiment?
Tip: In a binomial distribution, as the number of trials increases, the distribution tends to resemble a normal distribution, especially when .
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
Binomial probability formula: P(k) = (n choose k) * p^k * (1 - p)^(n - k)
Binomial coefficient: (n choose k) = n! / [k!(n - k)!]
Theorems
Binomial Theorem
Suitable Grade Level
Grades 9-12
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