Math Problem Statement
Solution
To determine whether this table represents a discrete probability distribution, we need to verify that it satisfies two key conditions for probability distributions:
- Non-negative Probabilities: All values in the probability column, , must be non-negative (i.e., each probability must be greater than or equal to zero).
- Sum of Probabilities Equals 1: The probabilities of all outcomes must sum up to 1.
Let’s examine each condition for the given table:
Given Table
56 | 0.3 |
65 | 0.3 |
76 | 0.2 |
86 | -0.3 |
- Non-negative Probabilities: The value is negative, which violates the first condition.
- Sum of Probabilities: If we were to add up the probabilities: This sum is not equal to 1, which violates the second condition.
Since both conditions are violated, this table does not represent a discrete probability distribution.
Would you like further details or have any other questions about this solution?
Related Questions
- What are the basic requirements for a probability distribution?
- How would you adjust the values in this table to make it a valid probability distribution?
- What distinguishes a discrete probability distribution from a continuous one?
- Can probabilities ever be negative in any kind of probability model?
- How do you calculate the mean of a discrete probability distribution?
Tip
When verifying a probability distribution, always check both the sum of probabilities and ensure all probabilities are non-negative.
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Math Problem Analysis
Mathematical Concepts
Probability
Discrete Probability Distribution
Formulas
Sum of probabilities equals 1
All probabilities must be non-negative
Theorems
Basic Properties of Probability Distributions
Suitable Grade Level
College Level - Statistics