Showing posts with label Prediction. Show all posts
Showing posts with label Prediction. Show all posts

Monday, April 14, 2014

Forecasting Recessions: Economists' Record Of Failure "Unblemished"

From:  http://www.voxeu.org/article/predicting-
economic-turning-points
"All my economist's say, 'On the one hand or the other.'  What I need is a one-handed economist!" -- Harry Truman.

Sorry, Harry, apparently even that won't help.

A new study out the Centre for Economic Policy Research in the UK indicates that, for the last thirty years at least, "the record of failure to predict recessions is virtually unblemished."

Ouch!

Take a look at the chart to the right.  It is a little hard to interpret but it starts about 2 years prior to the onset of an average of all the recessions over the last 20 years.  The top blue line represents the "normal" evolution of forecasts regarding GDP growth, that is, in a non-recessionary environment.  On average this is about 3% per year across all of the countries studied.

The forecasts from economists - the red bars - start out pretty close to this norm but begin to drop below the norm at the 8-10 month point.  While, on average, the forecasts continue to decline over the year preceding a recession, they still miss the mark (albeit slightly) even at the end of the year.  In other words, they get less wrong by the end of the year but they are still all - as in all - wrong.  The authors indicate that this paper replicates the results found by a 1990's paper that looked at the same effect over an earlier time period.  The effect is even worse when looking at recessions that develop after banking crises.
Note:  The bottom blue line which shows the actual average GDP growth is positive because, as the authors point out:  "on average, growth is not negative during recessions in advanced economies because the dating of recession episodes is based on the quarterly data and annual growth tends to remains positive during many recessions."  'Nuff said.
The authors also add that there are three schools of thought about why these forecasts are so uniformly incorrect:  Economists don't have enough information, don't have the incentive or aren't good enough Bayesians (i.e. hold on to their priors too long) to make accurate forecasts.  The jury is still out with regard to the actual reason but the effect seems like the kind of thing an intel analyst would want to account for when using macroeconomic forecasts in other than business analyses.

(Tip of the Hat to Allen T. for the link!)

Monday, January 3, 2011

2011 Predictions Of Interest (Link List)

Cartoon about a fortune teller contacting the ...Image via Wikipedia

The end of the year is always a good time for people and institutions who are in the business of taking a look at the year ahead.  Here are a few lists of predictions that might be of interest to readers of SAM:

Next Year's Wars.  A joint effort of Foreign Policy magazine and the International Crisis Group (and first spotted by the always helpful US Army INTLST...), this list provides some initial insight into 16 possible new crises predicted to erupt in 2011.  The list includes no-brainers such as Iraq and Sudan but also includes some surprises.

Forecast 2011:  Conflict Hotspots.  The International Relations and Security Network has put together an interesting end of year report that highlights Tajikistan, Pakistan and the North Caucasus as places to watch in 2011 among its fairly extensive list of reports and primary resources.

7 Technologies That Will Rock 2011.  Technology is not only of general interest to all of us but of specific interest to intelligence professionals.  One new tool, Quora, discussed in this list by TechCrunch, deserves a special look.

Virtual Worlds Predictions.  I know, I know; virtual worlds seem so ... 2009.  That is pretty much where you would expect them to be given the 2010 Gartner Hype Cycle, though.  It is worth taking a look at this list if only for the government and R and D aspects of this technology.

All these predictions tend to increase uncertainty about the future (well, my uncertainty, at least).  If it does the same for you , take a look at Wired magazine's recent essay on the Uncertainty Effect.  It might not help you feel less uncertain but it may well help you understand your own biases a bit better.

Got other lists worth looking at?  Leave 'em in the comments!
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