Math Problem Statement

A student takes 20 multiple choice question, each question has 4 choices. What is the probability that he get 6 correct

Solution

To solve this, we can model the problem as a binomial probability distribution since the student is attempting multiple independent trials (each question), with two possible outcomes (correct or incorrect) for each question. The probability of success (getting a question correct) remains constant for each question.

Problem Breakdown:

  • Number of questions (trials), n=20n = 20
  • Probability of getting a question correct, p=14=0.25p = \frac{1}{4} = 0.25 (since each question has 4 choices)
  • Probability of getting a question wrong, 1p=0.751 - p = 0.75
  • Number of correct answers (successes), k=6k = 6

We are interested in the probability of getting exactly 6 correct answers. The binomial probability formula is:

P(X=k)=(nk)pk(1p)nkP(X = k) = \binom{n}{k} \cdot p^k \cdot (1 - p)^{n - k}

Where:

  • (nk)\binom{n}{k} is the binomial coefficient, or "n choose k," which calculates the number of ways to choose kk successes out of nn trials.
  • pkp^k is the probability of getting exactly kk successes.
  • (1p)nk(1 - p)^{n - k} is the probability of getting the remaining nkn - k failures.

Step-by-Step Calculation:

  1. Binomial Coefficient: (206)=20!6!(206)!=38760\binom{20}{6} = \frac{20!}{6!(20-6)!} = 38760
  2. Success Probability: p6=(0.25)6=0.00024414p^6 = (0.25)^6 = 0.00024414
  3. Failure Probability: (1p)206=(0.75)14=0.032212(1 - p)^{20-6} = (0.75)^{14} = 0.032212

Now, plug everything into the formula:

P(X=6)=387600.000244140.032212P(X = 6) = 38760 \cdot 0.00024414 \cdot 0.032212

Let's calculate this.The probability that the student gets exactly 6 correct answers out of 20 multiple choice questions is approximately 0.16860.1686, or about 16.86%.

Would you like more details or have any questions about this?

Here are 5 related questions:

  1. What is the probability of getting exactly 10 correct answers out of 20?
  2. How does the probability change if each question had 5 choices instead of 4?
  3. What is the expected number of correct answers for this test?
  4. How would you calculate the probability of getting at least 6 correct answers?
  5. What is the variance and standard deviation of correct answers in this scenario?

Tip: The binomial distribution is useful when you have independent trials with two possible outcomes and a fixed probability of success.

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Math Problem Analysis

Mathematical Concepts

Probability
Binomial Distribution

Formulas

P(X = k) = (n choose k) * p^k * (1 - p)^(n - k)
(n choose k) = n! / (k!(n - k)!)

Theorems

Binomial Probability Theorem

Suitable Grade Level

Grades 10-12