Math Problem Statement
solve for C)
Solution
For part (c), the problem asks to compute the probability that the time between the entry of two customers, , is between 1 minute and 2.75 minutes. We are working with an exponential distribution because the time between events in a Poisson process follows an exponential distribution.
The cumulative distribution function (CDF) of an exponential distribution is given by:
Where is the rate parameter (mean number of customers per 10 minutes), so the rate in terms of minutes is:
To find the probability that the time is between 1 minute and 2.75 minutes, we calculate:
Step 1: Calculate
Step 2: Calculate
Step 3: Find the probability between 1 and 2.75
Thus, the correct probability is approximately 0.3574, not 0.2883.
Would you like any further details or clarifications?
Here are five related questions:
- What is the relationship between the Poisson and exponential distributions?
- How do you compute probabilities for an exponential distribution over an interval?
- What is the significance of the rate parameter in the exponential distribution?
- How would the probability change if the interval was from 0.5 to 2.5 minutes?
- How can you calculate the expected value and variance of an exponential distribution?
Tip: When working with exponential distributions, always ensure that you are using the correct rate parameter depending on the time scale involved.
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Math Problem Analysis
Mathematical Concepts
Probability
Exponential Distribution
Poisson Process
Formulas
P(X ≤ x) = 1 - e^(-λx)
P(a ≤ X ≤ b) = F(b) - F(a)
Theorems
Exponential Distribution CDF
Poisson Distribution Theorem
Suitable Grade Level
Grades 10-12
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