Math Problem Statement
A student takes a 10 question multiple choice quiz- each question having 4 choices. Suppose a student randomly picks an answer for each question. Find the following.
Use the following Desmos Applet and a binomial distribution to answer question https://www.desmos.com/calculator/xwe9ywwjik
A) How many ways could student get 2 out of the 10 questions correct?
Answer 1 Question 1 Choose... B) If student got 4 questions correct, what is the percentage student got on test?
Answer 2 Question 1 Choose... C) What is the most likely number of questions that the student will get correct on the exam?
Answer 3 Question 1 Choose... D) What is the chance (as a percentage) that student gets exactly 2 questions correct?
Answer 4 Question 1 Choose... E) What is the chance (as a percentage) that student gets 4 or fewer questions correct?
Answer 5 Question 1 Choose... F) What is the chance (as a percentage) that student gets more than 4 questions correct?
Answer 6 Question 1 Choose... G) Would it be considered unusual for student to get more than 4 questions correct on quiz?
Answer 7 Question 1 Choose...
Solution
To answer these questions, we will use the binomial distribution model where:
- (total number of questions),
- (probability of getting a question right, since each question has 4 choices),
- (probability of getting a question wrong, ).
For a binomial distribution, the probability of getting exactly correct answers out of is given by the formula:
where is the binomial coefficient.
A) How many ways could the student get 2 out of the 10 questions correct?
The number of ways to choose 2 correct answers out of 10 is given by the binomial coefficient:
Answer 1: 45
B) If the student got 4 questions correct, what is the percentage the student got on the test?
Percentage score =
Answer 2: 40%
C) What is the most likely number of questions that the student will get correct on the exam?
The most likely number of correct answers (the mode) in a binomial distribution is the number closest to .
Since must be an integer, the most likely number of correct answers is 2 or 3.
Answer 3: 2 (or possibly 3)
D) What is the chance (as a percentage) that the student gets exactly 2 questions correct?
Using the binomial distribution formula:
I'll calculate the exact value now:
Answer 4: 28.04%
E) What is the chance (as a percentage) that the student gets 4 or fewer questions correct?
We need to calculate the cumulative probability for getting 0, 1, 2, 3, or 4 correct answers:
I'll calculate the cumulative probability.
The sum of probabilities for to is approximately , or 96.7%.
Answer 5: 96.7%
F) What is the chance (as a percentage) that the student gets more than 4 questions correct?
This is the complement of the previous result:
So, the chance of getting more than 4 questions correct is 3.3%.
Answer 6: 3.3%
G) Would it be considered unusual for the student to get more than 4 questions correct on the quiz?
Generally, an event with a probability less than 5% is considered unusual. Since the probability of getting more than 4 questions correct is 3.3%, it would indeed be considered unusual.
Answer 7: Yes, it would be considered unusual.
Would you like more details on any of these answers or have any other questions?
Related Questions:
- What is the probability of getting exactly 5 questions correct?
- How would the probability change if there were 5 choices per question instead of 4?
- What is the expected number of correct answers on a 20-question quiz?
- How does the standard deviation help in understanding the spread of correct answers?
- What is the probability of getting at least one question correct?
Tip: For small numbers of trials and two outcomes (like correct/incorrect), the binomial distribution is often the best model to use.
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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)
Binomial Coefficient C(n, k) = n! / (k!(n-k)!)
Percentage score = (correct answers / total questions) * 100
Theorems
Binomial Probability Theorem
Suitable Grade Level
Grades 9-12
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