ISAT Probability and Statistical Analysis 5 β Questions and Answers
Question 1: In a sample of 200 students, 80 play sports. What is the relative frequency of students who play sports?
- 40% (Correct answer)
- 80%
- 20%
- 60%
Correct answer: 40%
Relative frequency = 80/200 = 0.40 = 40%.
Question 2: A probability distribution has E(X) = 5 and Var(X) = 4. What is the standard deviation of X?
- 2 (Correct answer)
- 4
- 16
- β5
Correct answer: 2
Standard deviation = βVar(X) = β4 = 2.
Question 3: Bayes' theorem is used to:
- Calculate the mean of a distribution
- Update probability based on new evidence (Correct answer)
- Find the standard deviation of a sample
- Determine if events are mutually exclusive
Correct answer: Update probability based on new evidence
Bayes' theorem revises the probability of a hypothesis as additional evidence is incorporated.
Question 4: A data set: 3, 7, 7, 9, 11. What is the mode?
- 7 (Correct answer)
- 9
- 3
- 11
Correct answer: 7
The mode is 7 because it appears twice, more than any other value in the dataset.
Question 5: If P(A) = 0.4 and P(A|B) = 0.4, what can be concluded about events A and B?
- A and B are mutually exclusive
- A and B are independent (Correct answer)
- B is a subset of A
- A and B are complementary
Correct answer: A and B are independent
Since P(A|B) = P(A), knowing B occurred doesn't change the probability of A, so A and B are independent.
Question 6: A researcher records heights of 500 students. The distribution is approximately normal with mean 170 cm and SD 8 cm. About how many students are between 162 cm and 178 cm?
- 340 (Correct answer)
- 475
- 250
- 400
Correct answer: 340
162 and 178 are each one SD from the mean; the empirical rule says ~68% of 500 = 340 students fall in this range.
Question 7: Which of the following is an example of a continuous random variable?
- Number of heads in 10 coin flips
- Number of students in a class
- The exact temperature at noon (Correct answer)
- Number of cars in a parking lot
Correct answer: The exact temperature at noon
Temperature can take any value within a range, making it a continuous random variable unlike counts, which are discrete.
In a sample of 200 students, 80 play sports.
What is the relative frequency of students who play sports?