In: Math
Assume that a winning ticket is one which matches the 6 numbers
drawn from 1 to 49.
(a) (1 mark) Suppose p is the probability of winning the grand
prize. Write down the value for p for
Lotto 649.
(b) (1 mark) Write down the probability of winning (for the first
time) on the nth draw (i.e. losing
on the first n − 1 draws).
(c) (1 mark) Determine the expected number of draws you must play
(1 ticket each draw) before
winning for the first time.
(d) (1 mark) Show how the average time to win Lotto 649 when
playing 1 ticket per weekly 649 draw
turns into the long wait given for the Homo sapiens
example.
Here we assume that a winning ticket is one which matches the 6 numbers drawn from 1 to 49.
(a) (1 mark) Suppose p is the probability of winning the grand
prize. Write down the value for p for
Lotto 649.
The total ways of drawing 6 numbers from the 49 numbers are 49C6 .
Let's use excel:
49C6 = "=COMBIN(49,6)" = 13983816
The possible ways of selecting 6 numbers which are match the winning numbers on the ticket is
6C6 = 1
So required probability = p = 1/13983816 = 0.000000715112.
(b) (1 mark) Write down the probability of winning (for the
first time) on the nth draw (i.e. losing
on the first n − 1 draws).
Let p = probability of winning.
therefore , 1 - p = probability of lossing.
Therefore required probability = (1 - p)n - 1 * p (where = p = 0.000000715112
Let X = number of ticket required to first win. So X takes following values.
X = { 1, 2 , 3 .....)
So X follows geometric distribution with probability of success = p = 0.000000715112.
The formula of expected value of geometric distribution is 1/p
Therefore E(X) = 13983816.
(d) (1 mark) Show how the average time to win Lotto 649 when
playing 1 ticket per weekly 649 draw
turns into the long wait given for the Homo sapiens example.
The average time to win Lotto 649 when playing 1 ticket is
7*13983816 = 97886712 days = 97886712 /365 = 268182.77 years.