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To buy a lottery ticket, or not
Larry, Moe, and Curly are shooting the
breeze around the coffee bar one morning when Larry says, "Hey! Today's the 13th.
That's my lucky number. I'm going to buy a lottery ticket." Moe, who never buys
lottery tickets because he'd rather use the money for haircuts, says, "I understand
the jackpot is an estimated $40 million. Lots of people will be buying chances for
that." "Yea," says Curly. "That's why I never buy a ticket when the
jackpot's a kerbillion dollars. I figure I have a better chance of winning when the take
is smaller because fewer people will be buying tickets." At this moment, Moe is
certain that Curly's logic is flawed, but can't quite grasp why. While this puzzled trio
gulps coffee, let's ask an SwRI Whizard to clear up the confusion.
"Believe it or not, Curly's assumption about the
probability of winning the lottery is very common. Even television newscasters have been
known to state that one's odds of winning the lottery decrease when more tickets are sold.
This is simply not true. Let's try to explain this probability concept with an easy
scenario.
"Suppose you have five coins in your pocket: a penny,
nickel, dime, quarter, and half-dollar. Your five-year-old daughter asks you to give her
two coins. You reach into your pocket and pull out the nickel and the dime. She is
somewhat excited, but has recently started learning the face value of money in her
kindergarten class and would like a larger amount. So, you return the two coins to your
pocket and draw again. This time you give her the dime and the half-dollar. Excitedly, she
runs off to tell her brother about her good fortune.
"What are the odds of pulling out the nickel and the dime
versus the odds of pulling out the dime and the half-dollar? To answer this question we
need to compute the number of "combinations" of two coins we could pull out of
our pocket. Remember that the order in which I pull them out of my pocket is not
important. That is, getting a penny first and a quarter second is the same
"combination" as getting a quarter first and a penny second.
"So how many ways can we select two coins from a total of
five? Let's count them: (1) a penny and a nickel, (2) a penny and a dime, (3) a penny and
a quarter, (4) a penny and a half-dollar, (5) a nickel and a dime, (6) a nickel and a
quarter, (7) a nickel and a half-dollar, (8) a dime and a quarter, (9) a dime and a
half-dollar, and (10) a quarter and a half-dollar. There are ten ways to select two coins
out of our group of five, so the odds of getting a nickel and a dime are the same as the
odds of getting a dime and a half-dollar. Both combinations have a 1 out of 10 chance of
being selected.
"Now, how does this relate to a state lottery? There are
50 numbers from which you are asked to select six. How many combinations of six numbers
can be drawn from a total of 50? Well, I won't list them all here, but you would go
through the same process outlined in the earlier example and count that there are
15,890,700 combinations of six numbers that can be drawn from 50. Therefore, the odds of
selecting one 'winning' combination of six numbers is 1 in 15,890,700 (check the back of
any lottery play slip for the listed odds). Notice that this probability does not depend
on the number of ticket combinations purchased. So, the odds of picking the winning
combination of six numbers is the same for a measly $4 million pot or a whopping $50
million pot.
"One more point. While Curly's logic was flawed in his
computation of his chances of winning the lottery, his assumption about the influence of
lots of people buying tickets has some merit. Remember that the odds of selecting any one
combination of six numbers from 50 are the same. We have already agreed that those odds do
not change. But what does change when the jackpot gets larger and more people are buying
tickets? Well, what changes is the odds that more than one ticket will be sold with the
same combination you picked. That is, with more people buying tickets, the odds that
someone else selects the same six numbers you selected have increased (assuming that all
combinations of six numbers have the same chance of being chosen by the ticket buyers).
Buying your ticket when the jackpot gets large simply increases the chance that you will
split your winning ticket with another winner (or winners).
"Now, if you feel really lucky, go ahead and pay a dollar
and hope that you beat the odds. It's only a 1 in 15,890,700 chance!"
Thanks to this month's Whizard, Janet Buckingham, a
principal analyst in the statistical analysis section of the Automotive Products and
Emissions Research Division. Buckingham is an experienced statistician, mathematician, and
computer scientist who provides her expertise to research programs Institute wide.
The Lighter Side
SwRI Home
March 25, 2013
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