Gambling Fallacies
Availability error:
Availability Error
is the tendency to focus only on good, unusual, or easily remembered experiences,
forgetting the bad, common, or less available ones. Hearing that someone has won the lottery sticks in our mind
more than hearing that someone has lost.
Favorable
events:People believe something favorable to be more likely to
happen than something unfavorable, even if the mathematical odds are the
same
- California
Lotto Jackpot: odds are approximately one in 18million. If you have to drive ten miles to
buy this ticket, you are three times more likely to be killed in an
automobile accident on the way than to win the jackpot, yet many people
would incorrectly think that winning this lottery would be more probable.
- Unusual
events: People overestimate the frequency of infrequent events
and underestimate frequent ones.
- Many
people are more afraid of dying in an act of terrorism than they are of
dying in an auto accident, despite the fact that they are MUCH more
likely to die in an auto accident.
- Long
shot: Overvaluing high gain, low
probability wagers and undervaluing low gain, high probability
wagers.
- Many
people prefer to play the lotto (high gain, low probability) to a fair
coin toss (low gain, high probability).
- Large
chance: Many people prefer a single large chance to many small
chances, even if the odds are equal (unless the multiple chances have a
different source, in which case they are preferred).
Conjunction errors:
Added conditions can make a case
seem
more probable, despite the fact that added conditions make
it inherently
less probable.
- Rolling
a 6-sided die with 2R and 4G sides, many people incorrectly believe that
the sequence GRGRRR is more likely than RGRRR.
- One
experiment asked people to choose the more likely of the following two
statementsâ and 85% of them chose the first!
- Linda is a bank teller and active
in the feminist movement.
- Linda
is a bank teller.
- Similarly,
among the next two statements, the first was preferred by most people:
- Borg will lose the first set but
win the match.
- Borg
will lose the first set.
Anchoring and adjustment errors:
- Initial
estimates are skewed by unrelated facts or by recent examples
- Adjustment
of skewed initial estimates tends to be inadequate.
Illusion of control:
Illusion of control
results from overestimating
the role of skill and underestimating the role of chance.
- Attributing
wins to skill and losses to external events.
- Hindsight
bias: Evaluating decisions as good or bad depending on
whether they led to a win or a loss.
- Belief
in Luck: Luck is considered a quantity to conserve, independent
of chance.
Mis-atribution of cause:
- Post
hoc ergo propter hoc:
- For
example, misattributing the regression to the mean effect: after a person has an especially
good performance on a test or in some other difficult situation, s/he
will normally do less well the next timeâ otherwise the especially good
performance would have been considered “normal” and a better performance
would be required for you to call it “especially good.” If you happen now to praise the
person for her/his great performance, and the next time s/he goes back to
normal (as you’d expect) then it is easy to misattribute the drop in
performance to your having praised her/him.
- Be
careful not to mistake “regression to the mean” for the Gambler’s
fallacy.
- Confusing
correlation with causation: assuming
since two things are statistically correlated that one is the cause of the
other.
- One
famous case is the putative milk-cancer link. Cancer is CORRELATED to milk consumption, but probably
not CAUSED by drinking milk.
Rather the correlation is more likely because milk drinkers live
longer than milk abstainers, and people who live longer are more likely
to die of cancer than those who die young.
- Hot
Handâ Patterns and Prediction:
(perhaps inspiring the Epaminondas system) Despite evidence of
independence of trials, people try to predict the future based on past
resultsâ they look for streaks and patterns.
- Evidence
shows that there is no “ hot hand” in basketballâ at least no more than
one would expect due to chance.
- Coin
streaks: On average you should expect a streak of at least 8heads or
8tails whenever you flip a fair coin at least 500 times. Yet, many would mistake the appearance
of such a streak for proof that the coin is unfair.
- Limited
sample: overvaluing the significance of a limited sample.
- For
example: “My two friends both won more money at slots than they spent, so
I’ll be able to too.”
- Anthropomorphization:
people attribute personality to
various inanimate objects (e.g., dice). Indeed some people literally believe that the dice
have periods when they are hot or cold. And others talk to the dice: “Baby needs some new
shoes.”
Pseudo-Mathematical errors
- Gambler’s
Fallacy: The belief that the dice, the coin, the
roulette wheel, or whatever it is will make things “even out.” That somehow the roulette ball
knows about and will try to fix the fact that the last three numbers were
all red, and so a black is “due.”
A variation of the Gambler’s Fallacy is the Monte Carlo
fallacy:
“After successes, a failure is inevitable, and vice versa.” Do not confuse this with the
Law of Large Numbers.
- Confusing
a specific rare event with any rare event: Every license plate is a miracle. This is a pseudo-mathematical overcorrection of the unusual
events availability error.
- The
self-proclaimed lotto maven Gail Howard claims you should never pick the
sequence of numbers 1-2-3-4-5-6, since the chances that they’d come up
are tinyâ but she forgets that the chances of any sequence of numbers
coming up are exactly as tiny as the chances for 1-2-3-4-5-6.
-
The probability of a multiple additive choice is underestimated;
a multiplicative probability is overestimated. (Like the conjunction fallacy)
- Successive
events: People consider successive independent events as
additive rather than multiplicative.
- John
A. Paulos claims to have heard a weatherman say “There is a 50% chance of
rain on Saturday and a 50% chance of rain on Sundayâ so there is a 100%
chance of rain over the weekend.”
One can’t help but wonder what that weatherman would make of a
situation where the chances were 60% each day.
- Misestimation
of large and small numbers: Most
people do not have a good sense of how much a thousand is, compared to a
hundred thousand, a million, or a billion. For example, do you have any clue how big a building a
thousand, a million, or a billion bricks would build? Do you have any idea how long a
line of a million people would be?
Or how long it would take to read all their names?
- If
all of the losers of the California (1 in 18 million) lotto were to stand
in line, they would reach approximately 6,800 miles, which is
approximately the distance from Salt Lake City, Utah to Moscow, Russia.
- Quit
while you are ahead each time and you'll never lose: (i.e., keep chasing your lost money until you
recover it.)This belief
is a hallmark of pathological gamblers.
Paranormal phenomena
Gamblers often try to use patently silly methods, like
- Psychic powers,
- Astrology,
- Numerology,
- Biorhythms and other cycles,
- Or "Luck."
A useful experiment to perform,
if you are tempted to use one of these phenomena, is to look at ALL predictions
made by these methods over the past year.
What percentage came true? I
recently saw a collection of such predictions made in 1990 for the coming year
of 1991â unfortunately not one single psychic nor astrologer in the collection
made a correct prediction that year, not even the very highly-acclaimed Jeanne
Dixon and Uri Geller.
Religion:
Some gamblers believe that God (or
whatever they believe in) wants to make them rich: "I've been good all my
life--He wants me to be happy."
It appears, however, that the overwhelming majority of these people
lose--thus one cannot
help but wonder if perhaps God wants them to use a different means to get rich
(like hard work).