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Crude Forecasts
Predictions, Pundits & Profits In The
Commodity Casino
“Among all forms of mistake,
prophesy is the most gratuitous.”
George Eliot
The average consensus oil price forecast
was wrong by 27% - looking forward just
6 months*
* 2007 to 2016
Commodity price forecasts
are not very good
The outlook for commodity
prices is more than just of
academic interest
To find out more about predicting
commodity markets buy the book.
Click on the book cover.
White elephant #1
Farmers in New Zealand,
encouraged by forecasts of high
dairy prices expanded their
herds in order to meet the
apparent insatiable demand
from China.
However, boom quickly turned
to bust, decimating
communities
White elephant #2
Taken in by forecasts of that
high oil prices, and low gas
prices would continue,
petrochemical companies
invested $160 billion in new
capacity.
Much of this new capacity may
never be needed.
White elephant #3
As technology, geopolitics, and
economics collide, commodities
are a challenging place to invest.
One example from recent history
is rare earth metals. Investors
lost billions on forecasts that
stratospheric price action would
continue.
“It’s frightening to think that you
might not know something, but
more frightening to think that, by
and large, the world is run by
people who have faith that they
know exactly what’s going on.”
Amos Tversky
0
5
10
15
20
1 3 5 7 9 11 13 15 17 19 21 23 25
Turning points are hard to predict
Positive and negative
feedback loops make
the analysis of
commodity markets
and the ability to
forecast prices much
more challenging.
Problem #1 Non-linearity
Economies are subject
to cycles - the short-term
business cycle and
longer-term commodity
and currency cycles -
that are very difficult to
forecast.
Problem #2 Economics and politics
Uncertainty over how
current technology can
be utilised and how
technology could
evolve makes
forecasting very
difficult.
Problem #3 Technological change
Data on commodity
demand and supply is
opaque and frequently
revised. Information
vacuum provides a
context for compelling
narratives to spread.
Problem #4 Poor data quality
“No one ever made a decision
because of a number. They need a
story.”
Daniel Kahneman
Most forecasters predict
a future quite like the
recent past. Forecasters
are over reliant on recent
information while real
“sea changes” are
extremely difficult to
foretell.
Anchoring bias
Confirmation bias
We tend to only listen to
information that confirms our
preconceptions. Forecasters
and investors tend to seek
out information that confirms
our own worldview and
reject or ignore any dis-
confirming evidence.
Theory induced blindness
Scepticism about the use of
out-dated forecasting models
does not come easily,
especially if you were
responsible for building the
model.
“Whenever you find yourself on the
side of the majority, it is time to
pause and reflect.”
Mark Twain
#1 Firm up fuzzy forecasts and track them
#2 Scenario plan instead
#3 Do your own research
#4 Better data
#5 Smarter media consumption
#6 Stop forecasting
#7 Know the knowable
There is another way...
Find out more in
"Crude Forecasts:
Predictions, Pundits
& Profits In The
Commodity Casino"
Available from
Amazon and all other
good online
bookstores

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Forecasting commodity prices

  • 1. Crude Forecasts Predictions, Pundits & Profits In The Commodity Casino
  • 2. “Among all forms of mistake, prophesy is the most gratuitous.” George Eliot
  • 3. The average consensus oil price forecast was wrong by 27% - looking forward just 6 months* * 2007 to 2016 Commodity price forecasts are not very good
  • 4. The outlook for commodity prices is more than just of academic interest To find out more about predicting commodity markets buy the book. Click on the book cover.
  • 5. White elephant #1 Farmers in New Zealand, encouraged by forecasts of high dairy prices expanded their herds in order to meet the apparent insatiable demand from China. However, boom quickly turned to bust, decimating communities
  • 6. White elephant #2 Taken in by forecasts of that high oil prices, and low gas prices would continue, petrochemical companies invested $160 billion in new capacity. Much of this new capacity may never be needed.
  • 7. White elephant #3 As technology, geopolitics, and economics collide, commodities are a challenging place to invest. One example from recent history is rare earth metals. Investors lost billions on forecasts that stratospheric price action would continue.
  • 8. “It’s frightening to think that you might not know something, but more frightening to think that, by and large, the world is run by people who have faith that they know exactly what’s going on.” Amos Tversky
  • 9. 0 5 10 15 20 1 3 5 7 9 11 13 15 17 19 21 23 25 Turning points are hard to predict
  • 10. Positive and negative feedback loops make the analysis of commodity markets and the ability to forecast prices much more challenging. Problem #1 Non-linearity
  • 11. Economies are subject to cycles - the short-term business cycle and longer-term commodity and currency cycles - that are very difficult to forecast. Problem #2 Economics and politics
  • 12. Uncertainty over how current technology can be utilised and how technology could evolve makes forecasting very difficult. Problem #3 Technological change
  • 13. Data on commodity demand and supply is opaque and frequently revised. Information vacuum provides a context for compelling narratives to spread. Problem #4 Poor data quality
  • 14. “No one ever made a decision because of a number. They need a story.” Daniel Kahneman
  • 15. Most forecasters predict a future quite like the recent past. Forecasters are over reliant on recent information while real “sea changes” are extremely difficult to foretell. Anchoring bias
  • 16. Confirmation bias We tend to only listen to information that confirms our preconceptions. Forecasters and investors tend to seek out information that confirms our own worldview and reject or ignore any dis- confirming evidence.
  • 17. Theory induced blindness Scepticism about the use of out-dated forecasting models does not come easily, especially if you were responsible for building the model.
  • 18. “Whenever you find yourself on the side of the majority, it is time to pause and reflect.” Mark Twain
  • 19. #1 Firm up fuzzy forecasts and track them #2 Scenario plan instead #3 Do your own research #4 Better data #5 Smarter media consumption #6 Stop forecasting #7 Know the knowable There is another way...
  • 20. Find out more in "Crude Forecasts: Predictions, Pundits & Profits In The Commodity Casino" Available from Amazon and all other good online bookstores