Nate Silver, whose
new book The Signal and the Noise aims to help people make better predictions,
is celebrated in America for his ability to predict the outcome of the
presidential election.
However, a former
professional poker player, Silver explains that his advantage comes because his
competitors are television pundits and they are widely inaccurate in their
views.
The views of TV
pundits are shaped by their own biases and they get lost in the narrative. By
which he means the pundits believe in the candidates whose stories they most
like.
The FT last week
started a series on Big Data, where companies are looking for advantage through
better customer understanding, searching the internet for hidden patterns and
trends to give them an edge.
How much data is out
there? 2.6 zettabytes are generated every year. How big is a zettabyte? It is 1
billion terrabytes. How big is a terabyte? It is 650,000 high quality photos.
Should an independent
shopkeeper worry about this? Yes and no. Yes, because the supermarkets and big
suppliers will be spending lots of money investing in big data solutions and
coming up with big data answers.
No, because the
evidence assembled by Silver suggests that most predictions and forecasts miss the
mark. “The volume of this information is increasing exponentially. But
relatively little of this information is useful,” he writes.
Instead, what you
have to do is to think probabilistically. It is a big word and means something
like “use your common sense”. Silver provides some brilliant examples of how to
behave – and a mathematical formula (Bayes’s theorem).
For example, what
happens when you come home and find a mysterious pair of knickers in your
husband’s underwear drawer? Most wives immediately assume 100 per cent that he
is cheating on them. However, using the formula, the chances that he is
cheating on you are shown to be 29 per cent.
Hold that thought.
Silver moves on to discuss how a successful sports gambler operates and how to
make money playing poker. These chapters are riveting: especially when you
apply them to your business of retailing.
What are the odds of
selling that outer of 24 packs of crisps? What are the odds of realising its
profit potential? What factors come into play?
Silver used to make
money at poker because there were lots of big fish (bad players) at the tables.
Their losses helped him win more than $100,000 a year. However, once the big
fish disappeared, he started losing so he cashed out his chips.
At 450 pages, The
Signal and the Noise is an important book. It teaches people to be more careful
about their decision making. “Information becomes knowledge only when it is
placed in context,” Silver writes.
To do this well, you
need to make lots of forecasts. Don’t bet your business on these forecasts at
first. But the more forecasts you do, the more successful you will be. I
strongly recommend this book to regular readers. It will make you humbler and better
at your job.
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