MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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You are playing a game at a carnival. It costs nothing to play. You can win $5 with probability 0.15 on each round, but if you lose, you pay $2.

(a) assume you have enough money to keep playing until you get bored, which happens after you play 20 rounds. Let Y be the number of times you win in 20 rounds.

What is the distribution of Y ?

(b) What is the expectation of the number of times you win in 20 rounds?

What is the expectation of the amount of money that you have won (positive for net profit, negative for net loss), and what is the variance?

 

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A binomial random variable X represents the number of successes among the total fix trials n. Here, the game is played for 20 fix rounds, thus total number of trials is 20. The probability of winning is 0.15 and this is equal for each trial. Each trial does not affect the outcome of other trial, so each trial is independent. 

As the given case satisfies all the conditions of binomial distribution thus number of wins Y represents the binomial random variable with 20 trials and 0.15 probability of success in each trial.

The probability distribution for binomial distribution is given by p(x)=n!x!(n-x)!px1-pn-x. Substitute y for xn=20 and p=0.15.

p(y)=20!y!(20-y)!0.15x1-0.1520-x=20!y!(20-y)!0.15x0.8520-x

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