Math Problem Statement
A real estate agent has 18 properties that she shows. She feels that there is a 40% chance of selling any one property during a week. The chance of selling any one property is independent of selling another property. Compute the probability of selling less than 2 properties in one week. Round your answer to four decimal places.
Solution
This problem follows a binomial distribution because each property has two possible outcomes: it is either sold or not sold. The parameters for a binomial distribution are:
- (the number of properties),
- (the probability of selling a property),
- (the probability of not selling a property).
We are tasked with finding the probability of selling less than 2 properties, i.e., . This is the sum of the probabilities of selling 0 or 1 property:
The formula for the binomial probability mass function is:
1. Probability of selling 0 properties ():
2. Probability of selling 1 property ():
Let me compute these values.The probability of selling less than 2 properties in one week is approximately 0.0013 (rounded to four decimal places).
Would you like further details or have any questions? Here are 5 related questions to expand on the topic:
- How do you calculate probabilities for more than 2 properties?
- What happens to the probability if the number of properties increases?
- How is the binomial distribution different from other probability distributions?
- What is the expected number of properties sold in a week?
- How can we use the cumulative probability function to simplify this problem?
Tip: In binomial distributions, the expected value is calculated as .
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
P(X = k) = C(n, k) * p^k * (1 - p)^(n - k)
P(X < 2) = P(X = 0) + P(X = 1)
Theorems
Binomial Probability Theorem
Suitable Grade Level
Grades 10-12
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