Math Problem Statement
Do question 1
Solution
Let's solve Question 1 step by step.
Part a:
This is a binomial distribution problem, where:
- (number of trials, i.e., stolen cars reported),
- (probability of success, i.e., a car is found),
- (probability of failure).
The binomial probability formula is: where is the binomial coefficient.
(i) Exactly three stolen cars will be found in a month:
First, calculate the binomial coefficient: Now substitute into the formula: Numerical result:
(ii) Not more than two stolen cars will be found in a month:
This is the cumulative probability:
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For :
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For :
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For :
Summing up:
Part b:
This is a Poisson distribution problem, where:
- The average rate (books per year).
The Poisson probability formula is:
(i) Exactly three books in a given year:
Using :
(ii) At least one book in a two-year period:
For two years, the average rate . The complement of "at least one book" is "no books": where: Using :
(iii) Less than three books in half a year:
For half a year, the average rate .
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For :
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For :
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For : [ P(X = 2) = \frac{1.5^2 e^{-1.5}}{2!} = \frac{2.25 \times e^{-1.5}}{2
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Math Problem Analysis
Mathematical Concepts
Binomial Distribution
Poisson Distribution
Normal Distribution
Probability Theory
Formulas
Binomial probability formula: P(X = k) = C(n, k) * p^k * (1 - p)^(n - k)
Poisson probability formula: P(X = k) = (λ^k * e^(-λ)) / k!
Standard normal distribution: Z = (X - μ) / σ
Theorems
Binomial Coefficient
Complement Rule
Properties of Normal Distribution
Suitable Grade Level
Undergraduate Level
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