2005 House Raffle - Win One Of Over 1400 Prizes

Use the raffle information to answer the following questions. 

Rule of Thumb for Samples  Taken from a Large Population
If a sample is at most 5% of the population, then independence can be assumed.

1.  Does the "Rule of Thumb for Samples Taken from a Large Population" apply to this raffle?

There are 445 winners in this raffle.  There are 40,000 tickets sold in this raffle.  445 / 40,000 = 0.011125.  The sample is at most 5%.  Independence can be assumed.

2.  Make a probability distribution table for this raffle.  Use the prize money as the events.  
     Remember to subtract the price of the ticket from the events when determining the 
     random variables.  Write out all the decimal places.

Event x Freq P(x) x  *  P(x)
$1,000,000 $999,900 1 0.000025 $24.9975
$35,000 $34,900 1 0.000025 $0.8725
$25,000 $24,900 1 0.000025 $0.6225
$15,000 $14,900 1 0.000025 $0.3725
$10,000 $9,900 1 0.000025 $0.2475
$150 $50 60 0.0015 $0.075
$130 $30 60 0.0015 $0.045
$100 $0 60 0.0015 0
$90 -$10 60 0.0015 -$0.015
$120 $20 50 0.00125 $0.025
$110 $10 50 0.00125 $0.0125
$90 -$10 50 0.00125 -$0.0125
$80 -$20 50 0.00125 -$0.025
0 -$100 39,555 0.988875 -$98.8875
Total   40,000 1.000000 -$71.67

3.  If all 40,000 tickets are sold, how much money will this charity make on their raffle?
     Revenue
- Costs = Profit
     Revenue = (40,000 tickets) *$100 / ticket = $4,000,000

     Costs = Sum of all prizes
     Costs = $1,000,000 + $35,000 + $25,000 + $15,000 + $10,000 + 60 * $150 + 60 * $130 + 
                   60 * $100 + 60 * $90 + 50 * $120 + 50 * $110 + 50 * $90 + 50 * $80 = $1,133,200

      Profit = $4,000,000 - $1,133,200 = $2,866,800   

4.  Using the prize money, not the random variable to define
     an event, find:
     A.  P(Winning the $1,000,000 Dream Home).     1 / 40,000 = 0.000025 = 0.0025%

     B.  Odds against winning a Homedics Wireless Speakers and Ipod Deck.     Losers : Winners     39,940 : 60

     C.  Odds in favor of winning a Samsung 4Gb Multimedia Player.     Winners : Losers     50 : 39,950

     D.  P(Not Winning any prize).     There are 445 prizes.  There are 40,000 - 445 = 39,555 losers
          39,555 / 40,000 = 98.8875%

     E.  Odds in favor of winning any prize.     There are 445 prizes.  There are 40,000 - 445 = 39,555 losers
         
Winners : Losers     445 : 39,555

     F.  P(Winning a prize worth at most $100).   There are 220 prizes worth $100 or less.  
           220 / 40,000 = 0.0055 = 0.55%

     G.  P(Not winning a prize worth more than $100).
            Hint:  Losing is included.
           
P(Not winning a prize worth more than $100) = 1
-  P(Winning a prize worth more than $100).
            There are 225 prizes worth more than $100.        225 / 40,000 = 0.005625 = 0.5625%
            1 - 0.005625 = 0.994375 = 99.4375%           

     H.   Odds in favor of winning a prize worth less than $120.     There are 270 prizes worth less than $120. 
            40,000 - 270 = 39,730     Winners : Losers     270 : 39,730

     I.  Odds against winning a prize at least $120.     There are 175 prizes worth $120 or more. 
          40,000
- 175 = 39,825      Losers : Winners     39,825 : 175

     J.  P(Losing money on the Raffle)
          Hint:  Losing or winning a prize worth less than $100 is losing money.
         
There are 39,715 people who either loss or won prizes worth less than $100.
          39,715 / 40,000 = 0.992875 = 99.2875%. 

     K.  Are "Winning a Homedics Wireless Speakers and Ipod Deck" and "Winning a prize" independent events?
          
If P(Winning a Homedics System) times P(Winning a prize) = P(Winning Homedics System and Winning a prize)
           Then the events are independent.
           P(Winning a Homedics System) times P(Winning a prize) = (60 / 40,000) (445 / 40,000) approximately 0.0000166875.
           P(Winning a Homedics System and winning a prize) = P(Winning a Homedics System) = 60 / 40,000 approximately
           0.0015.
           The products are not equal.  The events are dependent. 

     L.  P(Winning a Homedics Wireless Speakers and Ipod Deck. | Winning a prize).
        
  (60 / 40,000) / (445 / 40,000) = 60 / 445 approximately 0.134831461.   

5.  Find the expected value of this raffle.
     See Table. 
-$71.67

6.  How is the expected value related to the profit the charity makes on this raffle?
    
-$71.67 is the money loss, on an average, by each ticket buyer.  This is the money gained by the charity
    for each ticket sale.

     -$71.67 * 40,000 tickets = -$2,866,800
        ticket 

      This is the loss by the ticket buyers and the profit earned by the charity. 

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