Math Problem Statement
- Suppose that our random variable x has pmf f(x)=cx for x=1,2,3,4 . Determine the value of c.
Solution
To determine the value of , we need to use the property that the sum of the probabilities for a discrete random variable must equal 1. In this case, the random variable has a probability mass function (pmf) given by for .
That is,
To find , we sum the probabilities over all possible values of and set the sum equal to 1:
Substitute for each value of :
Solve for :
Thus, the value of is .
Do you want more details or have any questions?
Here are 5 related questions to consider:
- What is the expected value for this random variable?
- How would you compute the variance of ?
- If the values of changed to , how would you adjust the pmf and find the new ?
- How would the pmf change if the range of included 5 as well?
- How would you calculate the cumulative distribution function (CDF) for this random variable?
Tip: Always verify that your pmf satisfies the condition that the total probability sums to 1 to ensure correctness.
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Math Problem Analysis
Mathematical Concepts
Probability
Discrete Random Variables
Probability Mass Function (PMF)
Formulas
Sum of probabilities: Σ f(x) = 1
f(x) = c * x for x = 1, 2, 3, 4
Theorems
Total Probability Theorem
Suitable Grade Level
College-level Probability and Statistics
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