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Given the probability mass function P(x=0) = 1/3, P(x=1) = 1/8, and P(x=2) = 1/2, find E[x] and Var[x].
ScanSolve AI Answer
Step-by-step solution
5 stepsHere's the solution to your probability mass function problem.
The probability mass function (PMF) for the random variable is given as:
First, let's check if the probabilities sum to 1:
.
It seems there might be a slight error in the problem statement as the probabilities do not sum to 1. Assuming the problem intends for these to be the given probabilities, we will proceed with them. If the sum was intended to be 1, one of the probabilities would need to be adjusted. For example, if was instead of , the sum would be 1. However, we will use the values as written.
I) Find and
Calculate the expected value .
The expected value of a discrete random variable is given by .
Calculate .
The expected value of is given by .
Calculate the variance .
The variance is given by .
To subtract, find a common denominator, which is 64.
So, for part I:
II) Find
Use the property of variance .
Here, and .
So, for part II:
III) Find
Use the property of variance .
Here, and .
So, for part III:
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