Math Problem Statement
An exam was given to a group of freshman and sophomore students. The results are summarized below:
A
B
C
Freshman
124
165
110
Sophomore
156
191
180
If one student is chosen at random from those who took the exam, find the probability that: Round all answers to 4 decimal places as needed
a)The student was a sophomore.
b)The student was a freshman or received a C.
c) The student was a sophomore, given they got a C.
d) The student got a B, given they are a freshman.
Solution
To solve these probability questions, we will first calculate the total number of students and then break down the problem step by step using basic probability formulas.
Step 1: Calculate the Total Number of Students
The total number of students can be obtained by summing all the entries in the table:
- Freshmen:
- Sophomores:
Thus, the total number of students is:
Step 2: Solve the Probability Questions
a) The student was a sophomore.
The probability of selecting a sophomore is the ratio of sophomores to the total number of students: Now, let's calculate this:
b) The student was a freshman or received a C.
To find this probability, we need to find the total number of freshmen and the total number of students who received a C (from both freshmen and sophomores). Then we'll use the inclusion-exclusion principle to avoid double-counting the freshmen who also received a C.
- Freshmen:
- Students who received a C:
- Freshmen who received a C (double-counted):
Thus, the probability is: Now, calculate this:
c) The student was a sophomore, given they got a C.
This is a conditional probability, given by: Where:
Thus: Now, calculate this:
d) The student got a B, given they are a freshman.
This is another conditional probability: Where:
Thus: Now, calculate this:
Final Answers
a) The probability that the student was a sophomore: 0.5693
b) The probability that the student was a freshman or received a C: 0.6253
c) The probability that the student was a sophomore, given they got a C: 0.6207
d) The probability that the student got a B, given they are a freshman: 0.4135
Do you want more details or have any questions on this problem?
Here are 5 related questions:
- What is the probability that the student was a freshman, given they received an A?
- What is the probability that the student received a B?
- What is the probability that the student received an A, given they are a sophomore?
- What is the probability that the student is a freshman or sophomore?
- What is the probability that a student who got an A is a freshman?
Tip: Conditional probability depends on focusing on a specific group as the denominator instead of the entire sample space.
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Math Problem Analysis
Mathematical Concepts
Probability
Conditional Probability
Inclusion-Exclusion Principle
Formulas
P(A) = (Number of favorable outcomes) / (Total outcomes)
P(A or B) = P(A) + P(B) - P(A and B)
Conditional Probability: P(A | B) = P(A and B) / P(B)
Theorems
Law of Total Probability
Conditional Probability Theorem
Inclusion-Exclusion Principle
Suitable Grade Level
Grades 9-12
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