3.In a lottery, you pick 4 digits (from 1-9) in order (the
digits may be repeated). A lottery
ticket costs $1, and you win $5000 if your ticket matches the
winning numbers. What is the
expected value of playing this lottery? What is the standard
deviation of the relevant probability
distribution?
In the lottery, you pick 4 digits (from 1-9) .
Let X be the net profit or value of playing the lottery
Hence X=-1 if you lose and X=5000-1=4999 if you win.
Number of ways of choosing digit number using digits (from 1-9) is 9X9X9X9=6561
You win if the number chosen is same as 4 digit matching number.
Hence probability of winning lottery is 1/6561
Now the random variable X takes two values -1 and 4999 with probabilities 6560/6561 and 1/6561 respectively.
Therefore the random variable X has the probability mass function
Now, the expected value of playing this lottery is
Now to find the standard deviation
Hence
So the standard deviation of the relevant probability distribution is
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