Math Problem Statement
Assume that random guesses are made for 8 multiple-choice questions on a test with 2 choices for each question, so that there are n=8 trials, each with probability of success (correct) given by p=.50. Find the probability of no correct answers.
Solution
This problem involves a binomial distribution, where the number of trials , the probability of success , and we are asked to find the probability of no correct answers. In other words, we are looking for the probability of getting zero successes, .
The probability mass function (PMF) of a binomial distribution is given by:
Where:
- is the number of successes (correct answers),
- is the specific number of successes (in this case, ),
- is the binomial coefficient ,
- is the probability of success,
- is the number of trials.
For , the formula simplifies to:
We know that and . Thus, the probability becomes:
Now calculate :
Therefore, the probability of no correct answers is:
Final Answer:
The probability of no correct answers is (rounded to four decimal places).
Do you need further details or clarifications on this solution?
Here are 5 related questions you might find interesting:
- What is the probability of getting exactly 4 correct answers?
- How would the probability change if there were 4 choices per question instead of 2?
- What is the expected number of correct answers in this test?
- How can you calculate the probability of getting at least one correct answer?
- What is the variance of the number of correct answers in this binomial experiment?
Tip: In binomial distributions, if the probability of success and failure is the same, the most likely outcome is to get close to half successes in a large number of trials.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
P(X = k) = C(n, k) * p^k * (1 - p)^(n - k)
Theorems
Binomial Theorem
Suitable Grade Level
Grades 10-12
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