Math Problem Statement
Solution
To calculate the mean of a probability distribution, we use the formula:
The table in your image provides the following data:
- : 0, 1, 2, 3
- : 0.25, 0.3, 0.25, 0.2
Step-by-Step Calculation:
-
Multiply each by its corresponding :
- For :
- For :
- For :
- For :
-
Add the results:
Final Answer:
The mean of this probability distribution is:
Let me know if you want further clarification or have any questions.
5 Related Questions:
- How do you calculate the variance of a probability distribution?
- What is the significance of the mean in probability and statistics?
- How would the mean change if values were adjusted?
- What are the conditions for a valid probability distribution?
- How can we interpret the mean of a discrete random variable?
Tip: Always verify that the probabilities add up to 1 when working with probability distributions.
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Math Problem Analysis
Mathematical Concepts
Statistics
Probability Distribution
Mean Calculation
Formulas
μ = Σ(x * P(x))
Theorems
Law of Total Expectation
Suitable Grade Level
Grades 9-12
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