Math Problem Statement
Fill in P= (X=x) values to give a legitimate probability distribution for the discrete random variable X, whose possible values are 1, 3, 4,5, and 6. Value x of X P(X=X)
Solution
To create a legitimate probability distribution for a discrete random variable that takes values , we need to assign probabilities to each value of such that the following conditions hold:
- The probability of each outcome must be between 0 and 1:
- The sum of the probabilities for all possible outcomes must equal 1:
Let's fill in some sample probabilities that meet these conditions:
Value of | |
---|---|
1 | 0.2 |
3 | 0.1 |
4 | 0.3 |
5 | 0.25 |
6 | 0.15 |
Verification:
This satisfies both conditions, so this is a legitimate probability distribution for the discrete random variable .
Would you like more details or have any other questions?
Here are 5 related questions to expand on this:
- How would the distribution change if were increased?
- Can you explain why the sum of probabilities must always be 1?
- How do we interpret the probability ?
- What is the expectation (mean) of for this probability distribution?
- How would you calculate the variance of ?
Tip: The probabilities must sum to 1 because the total probability space accounts for all possible outcomes of the random variable.
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Math Problem Analysis
Mathematical Concepts
Probability
Discrete Random Variables
Probability Distribution
Formulas
0 ≤ P(X = x) ≤ 1
P(X = 1) + P(X = 3) + P(X = 4) + P(X = 5) + P(X = 6) = 1
Theorems
Law of Total Probability
Suitable Grade Level
Grades 9-12
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