There was a time when there were lottery tickets
sold with so many NE State names – Tripura, Meghalaya, Nagaland, Manipur –
promising crores for Rs.50 or 100 and the business thrived. Then there was the
‘single digit’ lottery – simple it would appear – cost of ticket was Rs.11/-
(for 100 you will get 9 tickets and 1 Re back) – you scratch to clear and see
the No. – if the last no. tallied – you
get 100; if last 2 tallied, you would get 500; for 3 – Rs.1000/- and more ..
The probability of winning was what ? – numbered to
end from 0 – 9 – ie., 10 nos. – so, if one were to buy 10 tickets in Series –
one would surely get Rs.100 ! …**
Horse racing, like all sport and entertainment,
relies on social approval - what is often referred to as social licence - to
thrive and prosper. The casual sports fan, the once-a-year punter, and the
regular whose life merged with horses and their history will turn up
on the big race days. At Guindy race course, there would whiff in the air, crowds – so
many, trying to hit a jackpot. Remember seeing a Muthuraman film,
where he would embezzle [take out Rs.10000/-] office cash on a Saturday
thinking that he would play horse race, earn big and put back money on Monday – but would end
up losing the money and losing life ! ~ had heard of an employee,
receiving PF loan for daughter marriage, withdrawing cash, fly to Bangalore,
book a star hotel, lose the total money – much to bewilderment of his family
!! ~ there have been many sob stories of
punters. This is no post on race-goer and the plight of their
family ! – to hit a jackpot may
not be simply by chance, it could well be a rocket-science or great Mathematic
algorithm ! .. .. ever heard of Gambler’s fallacy !
Gulfstream
Park is a racetrack and county-approved casino in Hallandale Beach, Florida. It is one of the most important venues for
horse racing in the USA. The 20-cent Rainbow 6 at Gulfstream Park was solved
Monday when a bettor cashed for a $1,208,573.86 jackpot payoff with a $51.60
ticket played at Xpressbet. The winning ticket was 5/1-8/4,5/1,9/1-8/6. The
Rainbow 6 had gone unsolved for 14 consecutive racing days. Moving
slightly away, how predictable is the toss ? and are there proven ways of
winning a toss. It is all about
probability and when a coin gets tossed on air – it is 50:50 for head or tails.
Yet in India at JSCA
stadium, in a bid to end his losing streak at the toss, South Africa skipper
Faf du Plessis brought Temba Bavuma as proxy captain for the third and final
Test against India at the JSCA Stadium.
Still luck eluded him. Virat Kohli won the toss and chose to bat for the
third time in 3 matches. After winning the toss, even Kohli couldn't help but
laugh at the helplessness of the South Africa captain. However, Faf is not the worst sufferer. Du Plessis' boss, CSA Director of Cricket Graeme Smith,
lost the toss on no fewer than eight consecutive occasions during 2008/09 – and
there was Naseer Hussain who lost the toss 10 consecutive times.
The gambler's fallacy can
be illustrated by considering the repeated toss of a fair coin. The outcomes in
different tosses are statistically independent and the probability of getting
heads on a single toss is 1/2 (one in two). The probability of getting two
heads in two tosses is 1/4 (one in four) and the probability of getting three
heads in three tosses is 1/8 (one in eight). The gambler's fallacy, also known as
the Monte Carlo fallacy or the fallacy of the maturity of chances, is the
erroneous belief that if a particular event occurs more frequently than normal
during the past it is less likely to happen in the future (or vice versa), when
it has otherwise been established that the probability of such events does not
depend on what has happened in the past. Such events, having the quality of
historical independence, are referred to as statistically independent. The
fallacy is commonly associated with gambling, wherein it may be believed for
example that the next dice roll is more than usually likely to be six because
there have recently been less than the usual number of sixes. The term
"Monte Carlo fallacy" originates from the best known example of the
phenomenon, which occurred in the Monte Carlo Casino in 1913.
Here is something
interesting read in a BBC article. The
“gambler’s fallacy” - which can affect everyone from athletes to loan officers
- creates deceptive biases that lead you to anticipate patterns that don’t
really exist. Fifteen years ago, the people of Italy experienced a strange kind
of mass hysteria known as “53 fever”. The madness
centred on the country’s lottery. Players can choose between 11 different
wheels, based in cities such as Bari, Naples or Venice. Once you have picked
which wheels to play, you can then bet on a selection of numbers between 1 and
90. Your winnings depend on how much you initially bet, how many numbers you
picked and how many you got right. Sometime in 2003, however, the number 53
simply stopped coming up on the Venice wheel – leading punters to place
increasingly big bets on the number in the certainty that it must soon make a
reappearance.
By early 2005, 53 fever
had apparently led thousands to their financial ruin, the pain of which
resulted in a spate of suicides. The hysteria only died away when it finally
came up in the 9 February draw, after 182 no-shows and four billion euros worth
of bets. While it may have appeared like a kind of madness, the victims had
been led astray by a reasoning flaw called the “gambler’s fallacy” – a
worryingly common error that can derail many of our professional decisions,
from a goalkeeper’s responses to penalty shootouts in football to stock market
investments and even judicial rulings on new asylum cases.
Research has
found that people with higher IQs are more susceptible to the gambler’s
fallacy, perhaps because they believe they can better predict patterns. To
find out if you fall for the gambler’s fallacy, imagine you are tossing a (fair)
coin and you get the following sequence: Heads, Heads, Tails, Tails, Tails,
Tails, Tails, Tails, Tails, Tails, Tails, Tails. What’s the chance you will now
get a heads? Many people believe the odds change so that the sequence must
somehow even out, increasing the chance of a heads on the subsequent goes.
Somehow, it just feels inevitable that a heads will come next. But basic
probability theory tells us that the events are statistically independent,
meaning the odds are exactly the same on each flip. The chance of a heads is
still 50% even if you’ve had 500 or 5,000 tails all in a row ! For the same reason, HTHTTH is just as likely
as HHHHHH. Once again, however, many disagree and think that the mixed sequence
is somehow more probable than the streak.
As its name suggests, the
gambler’s fallacy has been of most interest to researchers studying games of
chance. Indeed, it is sometimes known as Monte Carlo Fallacy, after a notorious
event at one of Monaco’s roulette tables in 1913, with 26 blacks in a row.
Observational studies – using casino security footage – have confirmed that it
continues to influence bets today. Surprisingly, education and intelligence do
not protect us against the bias. Indeed, one study by Chinese and American
researchers found that people with higher IQs are actually more susceptible to
the gambler’s fallacy than people who score less well on standardised tests. It
could be that the more intelligent people overthink the patterns and believe
that they are smart enough to predict what comes next.
Bank loan officers were up
to 8% more likely to reject an application after they had accepted two or more
in a row. Whatever the reason for these
false intuitions, subsequent research has revealed that gambler’s fallacy can
have serious consequences far beyond the casino. The bias appears to be present
in stock market trading, for instance. Many short-term changes in stock price
are essentially random fluctuations, and Matthias Pelster at Paderborn
University in Germany has shown that investors will base their decisions on the
belief that the prices will soon “even out”. So, like Italy’s lottery players,
they trade against a streak. “Investors should, on average, trade equally ‘in
line’ with the streak and against it,” he says. “Yet that is not what we can
see in the data.”
One team of researchers
recently analysed US judges’ decisions on whether or not to grant asylum to
refugees. Logically speaking, the ordering of the cases should not matter. But
in line with the gambler’s fallacy, the team found that the judges were up to
5.5% less likely to grant a case if they had granted the two previous cases – a
serious decline from the average acceptance rate of 29%. Consciously or not,
they seemed to think that the chances of having the same judgement three times
in a row was just too small, and so they were more inclined to break the
streak. The researchers next analysed bank staff considering loan applications.
Once again, the order of the applications made a difference: the loan officers
were up to 8% more likely to reject an application after they had already
accepted two or more in a row – and vice versa.
As a final test, the team
analysed umpires’ decisions in Major League Baseball games. In this case, the
umpires were about 1.5% less likely to call a pitch a strike if the previous
pitch was also called a strike – a small but significant bias that could make
all the difference in a game. Kelly Shue, one the co-authors of the study, says
that she was initially surprised at the results. “Because these are
professionals and they're making decisions as part of their primary
occupation,” she says. But they were still vulnerable to the bias.
In the single digit lottery mentioned in para 1 –
yes the ticket numbers must end from 0 – 9 and thus 10 wickets could well have
to end – 0,1,2,3,4,5,6,7,8,9. But as one
would have experienced and going by the theory of Gambler’s fallacy – if you
had bought say 5 tickets and the ending nos. had been 3,5,8,8,0 and if the
winning no. were to be 4 – even if you are to buy 100 tickets more, still you get that ticket ending 4. For every
new ticket - be it your 1st
buy or 231st buy – the probability still starts afresh and would
give you the option of anything between 0 – 9.
Have seen mounds of paper left over by the gamblers searching for that
elusive win – losing all their money and ending up disappointment.
** In a
reported instance, a man sold his truck for Rs.125000/- - with the cash on
hand, saw a single digit lottery shop nearby – thought would play a small part
of the money, trying his luck out ! – sadly, by dusk, he had lost all his money
– gained nothing and went back without his truck nor the money gotten from the
sale of truck. Strange are the ways of people.
Interesting !
With regards – S.
Sampathkumar
20.02.2020
Excellent. Enjoyed reading !
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