Math Problem Statement
In a class of students, the following data table summarizes the gender of the students and whether they have an A in the class. What is the probability that a student has an A given that the student is female? Female Male Has an A 5 3 Does not have an A 10 2 Answer
Solution
To solve this, we need to find the conditional probability that a student has an A, given that the student is female. This can be represented as:
Step 1: Calculate
This is the probability of selecting a female student who has an A. From the table, we know there are 5 female students who have an A.
Step 2: Calculate
This is the probability of selecting a female student. The total number of female students is:
Step 3: Conditional Probability Formula
Now we can substitute into the conditional probability formula:
So, the probability that a student has an A given that the student is female is:
Would you like more details or have any follow-up questions?
Here are some related questions you might find useful:
- How would the probability change if we were looking for a male student instead?
- What is the total probability of a student having an A in the class?
- How do you calculate the probability of an event with multiple conditions (e.g., a student is male and has an A)?
- What is the interpretation of conditional probability in this context?
- How would the probability change if more students were added to the class?
Tip: Always check if the events are independent before applying simple probability rules. Conditional probabilities require knowing the context or event we're conditioning on.
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Math Problem Analysis
Mathematical Concepts
Conditional Probability
Probability Theory
Formulas
P(Has an A | Female) = P(Has an A and Female) / P(Female)
Theorems
Conditional Probability
Suitable Grade Level
Grades 9-11
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