Math Problem Statement
Solution
The table you've provided gives the probability distribution for the number of cars owned by a college student.
To address the questions:
a) Is this a valid discrete probability distribution?
For a distribution to be valid:
- All probabilities must be between 0 and 1.
- The sum of all probabilities must equal 1.
Let's check:
Summing these probabilities: Since the sum equals 1 and all probabilities are between 0 and 1, yes, this is a valid discrete probability distribution.
b) Find the mean number of cars owned.
The mean (expected value) of a discrete random variable is calculated as: Let's calculate this step by step: So, the mean number of cars owned is 0.84.
Would you like more details on any of these calculations, or have any questions?
Here are some related questions you could explore:
- What is the variance of the number of cars owned?
- What is the standard deviation of the number of cars owned?
- How would the mean change if the probabilities were different?
- What is the probability that a student owns at least 2 cars?
- How can the probability distribution be used to model other student-owned assets?
Tip: The expected value (mean) gives you the average outcome over many trials, not necessarily what will happen in a single trial.
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Math Problem Analysis
Mathematical Concepts
Probability
Discrete Probability Distribution
Expected Value
Formulas
Sum of probabilities for a valid distribution: ∑P(x) = 1
Mean (expected value) of a discrete random variable: E(x) = ∑[x * P(x)]
Theorems
Properties of Discrete Probability Distributions
Law of Expectation
Suitable Grade Level
Grades 10-12
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