1. 10 red marbles and 10 blue marbles are placed into a bag.
1. 10 red marbles and 10 blue marbles are placed into a bag. Alex mixes up the bag and randomly selects a marble. He continues to do so, replacing the marble after each selection, until a red marble is selected. (10 points)
a. What is the probability that the first time that a red marble is pulled is on Alex’s 6th try?
b. On average, how many marbles will Alex have to pull in order to get a red marble? (Hint: use math expectation)
2. Let a fair die be rolled 2 times. Let’s assume that the 2 rolls are independent. Let X and Y be the outcomes of the first and second rolls, respectively.
a. What is the probability distribution of X+Y? That is, create a table that contains each unique possible value of X+Y (each value only listed once) and each possibility’s corresponding probability. (10 points)
b. What is the probability that X+Y is greater or equal to 1o? (5 points)
3. We have a fair eight-sided die. (15 points)
a. Find the math expectation of a single roll.
b. Find the math expectation of the numerical sum of 4 rolls.
c. Find the math expectation of the numerical product (i.e., multiplication)of 5 rolls.
4. areindependent and identically distributed random variables such that
and
. What is the standard deviation of their average? In other words, what is the standard deviation of
? (5 points)
5. If the cumulative distribution function of is given by the function below, then find P (X < 0.80). (10 points)
, if x ≤ 0
x2, if 0 < x ≤ 1
, if x >1
6. At the town fair, you can pay $5 to toss a ring at a set of bottles. If you get a “ringer” on the small mouth bottle, you win $35. If you get a “ringer” on the medium bottle, you win $10. If you get a “ringer” on the large bottle, you get your $5 fee back (that is, you break even). If you miss, you are out the $5 you paid to play. Ryan is a good shot and his probability of getting a ringer on the small, medium, and large bottles is 10%, 10%, and 5%, respectively. The probability distribution of Ryan’s winnings (accounting for the $5 that he paid to play) in a single game is given below.
(5 points each for parts a-e and 20 points for part f)
X | -$5 | $0 | $10 | $35 |
P | 0.75 | 0.10 | 0.10 | 0.05 |
- Find the math expectation of Ryan’s winnings for a single game.
- Find the math expectation of Ryan’s winnings after 5 games.
- Find the variance of Ryan’s winnings for a single game.
- Find the standard deviation of Ryan’s winnings for a single game.
- Does it pay for Ryan to play this game at the fair? Explain.
- Find the cumulative distribution function of Ryan’s winnings for a single game and draw its graph.
11 years ago
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