Math Problem Statement
Solution
The problem presented involves a binomial distribution, where the number of trials and the probability of success in each trial . The question asks for the probability that the experiment results in more than 1 success.
To solve this, we will compute the cumulative probability for having 1 or fewer successes and then subtract that from 1 to find the probability of having more than 1 success.
Steps to Solve:
-
Binomial Formula: The probability of getting exactly successes in independent trials is given by the binomial probability formula: Where:
- is the binomial coefficient, calculated as .
- is the probability of success.
- is the probability of failure.
-
Cumulative Probability for : We will calculate the probabilities for and , then sum them up.
- For :
- For :
-
Probability of More than 1 Success: Once we compute and , we subtract their sum from 1:
I will compute the values based on these formulas.
Computation:
Now, summing those:
Finally, the probability of more than 1 success:
Final Answer:
The probability that the experiment results in more than 1 success is approximately 0.748.
Would you like more details on any of the steps or further clarifications?
Related Questions:
- How would the probability change if the probability of success was higher?
- What is the probability of getting exactly 5 successes in this scenario?
- How does the binomial distribution compare to a normal distribution for large ?
- How can we generalize the binomial formula for different values of ?
- What is the mean and standard deviation of this binomial distribution?
Tip: Always check if a binomial distribution can be approximated by a normal distribution when the number of trials is large!
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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)
Cumulative probability P(X ≤ 1)
P(X > 1) = 1 - P(X ≤ 1)
Theorems
Binomial Theorem
Cumulative Distribution Function
Suitable Grade Level
Grades 11-12, College Introductory Statistics
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