Math Problem Statement
Solution
This problem deals with binomial probability because we're given a fixed number of trials (44 students), a binary outcome (whether a student needs to take another math class or not), and a constant probability (60% of students still need to take another math class).
Let's break down the steps to solve each part:
Given:
- Probability that a student needs to take another math class,
- Number of students,
- We are asked to compute probabilities for various outcomes.
We will use the binomial probability formula: Where:
- is the number of students who need to take another math class.
- is the desired number of students.
- is the binomial coefficient.
For the cumulative probabilities, we'll sum probabilities for different values.
a. Probability that exactly 28 of them need to take another math class.
We calculate .
b. Probability that at most 27 of them need to take another math class.
This is the cumulative probability:
c. Probability that at least 27 of them need to take another math class.
This is the complementary probability:
d. Probability that between 25 and 30 of them (inclusive) need to take another math class.
We sum the probabilities for :
I'll compute these probabilities now.Here are the calculated probabilities, rounded to four decimal places as required:
- a. Probability that exactly 28 of them need to take another math class:
- b. Probability that at most 27 of them need to take another math class:
- c. Probability that at least 27 of them need to take another math class:
- d. Probability that between 25 and 30 (inclusive) of them need to take another math class:
Would you like further explanation on any part of these calculations?
Here are 5 related questions you might find useful:
- How does the binomial distribution relate to the normal distribution for large ?
- What is the difference between cumulative and point probabilities in binomial distributions?
- How would the probabilities change if 70% of students needed another math class instead of 60%?
- How do you calculate the binomial coefficient manually?
- What is the expected number of students who need to take another math class?
Tip: For large binomial problems, approximating the distribution with a normal distribution can simplify the calculations.
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
Binomial probability formula: P(X = k) = (n choose k) * p^k * (1 - p)^(n - k)
Cumulative binomial probability: P(X ≤ k) = Sum from i=0 to k of P(X = i)
Complementary probability: P(X ≥ k) = 1 - P(X ≤ k-1)
Theorems
Binomial Theorem
Suitable Grade Level
College Level
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