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Econophysicists Develop and Test "Bubble Index"

eldavojohn writes "Oh if only we could identify the bubble markets as they appear, but with all the random variables, it would take some sort of econophysicist to build predictions for that! Well, a team has released a definition of a 'bubble index' that led them to make predictions of bubbles six months ago that would pop between then and now. The four bubbles they selected were the IBOVESPA Index of 50 Brazilian stocks, a Merrill Lynch Corporate Bond Index, the spot price of gold, and cotton futures. Two out of the four were bubbles, with Merrill Lynch being a bubble already popping and cotton continuing to soar into even bubblier status. Still, for your first try, 50% isn't bad. The team learned a lot of new things from the first run, revised their method, selected their predictions for the next six months, and sealed them. Only time will tell if they are truly onto predicting crashes."

23 of 221 comments (clear)

  1. Self-fulfilling prophecies by DavidR1991 · · Score: 4, Interesting

    Does no-one see the problem here? If this becomes accurate to predict anything of actual use, the markets themselves will start using it... which renders the predictions themselves useless.

    It's like seeing into the future and acting upon what you see - by doing that you alter the future itself, making the initial prediction invalid.

    1. Re:Self-fulfilling prophecies by Bugamn · · Score: 3, Insightful

      You should read more Greek tragedies. When people know the future, no matter what they do, they create the future.

    2. Re:Self-fulfilling prophecies by doppe1 · · Score: 5, Insightful

      But they don't want the bubble to happen, that's the point. By being able to predict that bubbles are happening, the markets can sell off sooner, rather than allowing the bubble to continue growing, and thus once the sell-off happens, it is not such a dramatic down-shift, since the prices were not allowed to rise to artificial highs.

    3. Re:Self-fulfilling prophecies by dkleinsc · · Score: 4, Insightful

      Except that they won't, for two reasons:
      1. Investors are (collectively at least) really stupid. This has been proven time and again.
      2. They think "this time, it's different. We know how to prevent this from becoming a bubble."

      For instance, there were smart economists saying back in 2006 or so "watch out, there's a housing bubble". And what most of Wall St did was say "shut up, I'm busy counting my winnings".

      --
      I am officially gone from /. Long live http://www.soylentnews.com/
    4. Re:Self-fulfilling prophecies by doppe1 · · Score: 3, Informative

      The point is to not allow the bubble to happen in the first place, not to be the first to predict the bubble crashing. If the bubble can be prevented, then panic selling won't happen. When the market bubbles, and then crashes, it doesn't go to an artificial low, it just drops the the point at which steady growth would have taken it. By predicting possible bubbles and preventing them, you should be able to get steadier growth.

    5. Re:Self-fulfilling prophecies by tgatliff · · Score: 3, Insightful

      That is just simple minded to think we do not want bubbles. We have known since the 1980's that the current path is unsustainable, but was designed to be only transitionary (aka sustain the post industrials until asia's gdp per cap improves). It was thought that the 1990's recession would be the end of the major economic cycle, but the tech bubble and 2000's re-estate bubble slowed the inevitable to this point. It appears we will not be so lucky this time...

      In short... It is very easy to see a bubble, and most of us knew exactly what it was. However, to pretend that you want to predict bubbles pretends that you have sustainable system. The current system is not...

    6. Re:Self-fulfilling prophecies by PPH · · Score: 4, Insightful

      The trouble then becomes selecting a group that we can trust with the wealth of nations, and the power to destroy by proclamation.

      We could call it the Federal Reserve.

      --
      Have gnu, will travel.
    7. Re:Self-fulfilling prophecies by ArsonSmith · · Score: 4, Informative

      If the low is artificial, does that mean that the high is artificial?

      yes it's all artificial based on the market's perceived value.

      Quick simplified example.
      Company takes in $1M in stock by selling stock and $1 a price. 100,000 people buy 10 shares each.

      10 other people look at what the company is doing with that $1M and think it's a good idea and would be worth lots more so they start saying I'll pay $1.01 a share, $1.02 a share, $1.10 a share...etc until people start selling it. 100 more people see it start going up so they think there must be something going on and say I'll pay $1.20 a share, $1.30 a share, $2.03 a share etc... This is the time of the bubble when people that don't really do any investigation into the market but buy simply because it is going up. At some point there will be some more savoy investors come by and see that the stock is far to high and short sell a stock. A way of borrowing stock at a higher price then getting the difference when you return it at a lower price (or paying the diff if it goes up.) Eventually it'll come out that this company has only been able to turn the $1M into a $1.2M company and not the $2M+ that the market cap has it at and people will start to sell off. This is when the bubble pops.

      There are other artificial things that can cause bubbles than just perceived value, like the government backed mortgages causing the real estate bubble.

      --
      Paying taxes to buy civilization is like paying a hooker to buy love.
    8. Re:Self-fulfilling prophecies by SashaMan · · Score: 4, Informative

      In truth, identifying bubbles is actually remarkably easy. Famed investor Jeremy Grantham defines a bubble as a "3-sigma" event - that is, times when some fundamental ratio of value (such as P/E ratios, price-to-income ratios for housing affordability, price-to-rent ratios, etc.) - is more that 3 standard deviations above the mean for that ratio. Importantly, he showed that of 30-some odd historical bubbles, they ALWAYS popped, ALWAYS giving up more than 100% of the gains during the bubble period.

      What is difficult, though, is trying to figure out WHEN a bubble will pop. The Nasdaq was far overvalued in mid 99 - that still didn't prevent it from DOUBLING in early 2000 before it burst.

      Grantham also makes a good case as to why bubbles form. Tons of people in the financial world saw that risk was being underpriced in 2006/07. However, what would have happened if a CEO of a major bank would have said back in late 2005 / early 2006 "This is crazy, we're not going be backing these loans given to anyone who can fog a mirror"? That bank would have seriously underperformed its peers for the next two years, and that CEO would have been ousted long before his prudence would have been proven correct.

    9. Re:Self-fulfilling prophecies by fractoid · · Score: 3, Interesting

      Right, it's like traffic: if you alert everyone to a blockage somewhere, and everyone reroutes to avoid it, then the alternative routes will get clogged and the original slowed route will now be empty.

      That's exactly what you observe on a freeway. There's a merge coming up in the left lane (Australian here, all you backwards U.S. citizens just pretend I'm ambi-dyslexic :P ) so everyone dives into the rightmost lane, which comes to a stop. The fastest way to get through that section of road is to stay in the leftmost lane until the left and middle lanes merge, then try and find a gap in the right lane where some dozy bastard doesn't keep up with traffic. That way you skip the congestion and get into the right lane just as it frees up.

      --
      Rampant carbon sequestration destroyed the Dinosaurs' tropical paradise. I'm here to help repair the damage.
    10. Re:Self-fulfilling prophecies by Overzeetop · · Score: 3, Insightful

      Everybody is giving you shit about being an asshole, which can be the impression seen from the drivers who just sat in the long line, but research in traffic has shown that this is exactly the most efficient way to navigate such a condition. Unfortunately, it requires alert drivers, so it doesn't apply to most humans.

      I've always found it annoying that everyone slows down at bottlenecks. Bernoulli would recommend that we all speed up to keep the traffic from snarling. ;)

      --
      Is it just my observation, or are there way too many stupid people in the world?
  2. We don't need to predict them... by davecb · · Score: 4, Interesting

    ... in the years after the 2nd world war we used to treat every wild upswing as a bubble and increase the interest rates. Every downturn got a reduction in rates.

    It was the same kind of negative feedback that engineers use to prevent oscillation (feedback squeals, for example).

    You'll notice it worked. The converse worked much less well.

    --dave

    --
    davecb@spamcop.net
  3. Is it really 50%? by Dice · · Score: 3, Interesting

    How many bubbles did they miss?

  4. fifty percent is *NOT* bad by ClickOnThis · · Score: 4, Insightful

    I'd rather predict 0%. That way I could reverse the predictions and get100%. 50% means a flip of a coin would work.

    It depends on what you're predicting 50% of. If you predict 50% of the winners of a horse race, then half the time you're choosing the right horse. You could probably make a living at the track. On the other hand, if you predict 0% of the winners, you'll go broke betting on the other 9 horses all the time.

    Now, instead of 10 horses, imagine hundreds of companies traded on the stock market...

    --
    If it weren't for deadlines, nothing would be late.
  5. A futures market for Shroedinger's cat? by istartedi · · Score: 3, Informative

    A futures market for Shroedinger's cat? Sign me up for that.

    A few other thoughts along those lines: Warren Buffet said, "In the short run the market is a voting machine, in the long run it's a weighing machine".

    What's interesting about that comment is that he never said what it weighs. People usually infer that it's the value of the company, since Buffet is a value investor. OTOH, the market might really be weighing a number of other things. It might be weighing how much money you have in the first place, since the rich can afford better equipment and advice. It might be weighing the ping time from your office to the exchange, as we've seen with high-frequency traders. It might actually be weighing your skills, and that last one leads to something else.

    Let's say, for the sake of argument, that skillful players really can beat the market. Furthermore, let's say that the top 1 % win and the bottom 99 slowly lose. We would expect the 99 to drop out of the market if they were rational. Therein is a fundamental flaw with economics. It assumes people are rational. This is Greenspan's self professed mistake, although IMHO he also failed to realize that firms aren't people and that the people who ran firms into the ground were behaving rationally with respect to their own self-interest (greed). The people who "believed", CEOs, contrary to numbers, were less rational.

    So the way I see it, bubbles will continue for the same reason Las Vegas exists. People aren't rational, and nobody really knows where the wheel will be until we OBSERVE that it has stopped spinning.

    --
    For all intensive purposes, "whom" is no longer a word. That begs the question, "who cares"?
  6. "If your so smart why ain't you rich?" by John+Hasler · · Score: 3, Insightful

    > Only time will tell if they are truly on to predicting crashes.

    That and how rich they get betting on their predictions.

    --
    Warning: this article may contain humor, sarcasm, parody, and perhaps even irony. Read at your own risk.
  7. An economist ... by w0mprat · · Score: 3, Funny

    is someone who sees something that works in practice and wonders if it would work in theory. - Ronald Reagean

    --
    After logging in slashdot still does not take you back to the page you were on. It's been that way for 20 years.
  8. Next bubble by mysidia · · Score: 3, Funny

    Could be a 'bubbles' bubble.

    Due to irrational exuberance in the bubbles index, and investors massively buying up the bubbles indexes in anticipation of a bubble.

  9. Hand out the hockey sticks by NotQuiteReal · · Score: 3, Insightful

    1) Hand out hockey sticks.
    2) Wait for someone with a graph and utters the words "like a hockey stick" when describing said graph (usually while wildly gesturing and telling you why X is such a good investment, why you should stick with the company, or why "it is different, this time").
    3) Beat that person with the stick from step 1.
    4) Sorry, no profit, but less pain; Widows and orphans are spared... At the very least it is good cardio and even if you are jailed, you get free room and board.

    --
    This issue is a bit more complicated than you think.
  10. Re:You Know by rubies · · Score: 3, Insightful

    Ron Paul is a crank who likes woo-woo medical practices despite being a doctor.
    Schiff predicted eight of the last two crashes.
    Both believe in a now disproven philosophy that self regulated entities "know best" - hows that GFC and the Gulf oil spill working out for you?

  11. Another Tool To Ignore by cmholm · · Score: 4, Interesting

    Having a new model/metric to play with is nice. But, it wouldn't have made a damn bit of difference with the most recently departed "phantom value". The core issue is that when people are making a lot of money off a hot economic streak, rich people in particular, there's a strong incentive to not screw with the gravy train. Hell, The Economist, for one, had spent three or four years publishing charts and stories suggesting that the western European/North American real estate bubble was unsustainable, and due for correction.

    The missing bit of information was exactly what the corrective signal was going to be. The US Federal Reserve - in the person of Mr. Greenspan - could have provided it, but the Fed board is full of conservative bankers that didn't want to rock the GOP's boat. The various Wall Street bankers could have provided it, but instead they were busy putting out increasingly meta-physical financial products to squeeze another round of bonuses out of the market. So instead, they were all Cosmo Kramer, joy-riding the Saab down the expressway for as long as the fumes kept it going.

    It doesn't matter what predictive tool you've got, even the Word of the Lord wasn't and isn't going to stop people from trying to grab that extra [your monetary goal here], if there's any money left on the table.

    --
    Luke, help me take this mask off ... Just for once, let me butterfly kiss you with my own eyes.
  12. Re:Color me skeptical by ImABanker · · Score: 4, Informative

    Having read the paper, this is more ridiculous than I initially suspected. Of the four assets that they identified as being "bubbles", all four increased in price since they made the prediction! The only way to ultimately determine if a bubble is a bubble and not a rational increase in prices is by the subsequent collapse. They try to hedge themselves by saying that it changed into "some other sort of regime", ie non-hyper-exponential growth. So if it is flat, or down, or up they are correct. The only instance they claim to be able to predict is that the asset will not increase hyperexponentially. And they even fail at this, in the price of cotton. Sadly, can claim some knowledge in the realm of finance.

  13. Re:50% for a frist try? by mgblst · · Score: 3, Insightful

    Maybe you can look at all the different indexes on the market, guess which ones are a bubble, which ones aren't, and get 50% right.

    It is like looking at 1000s of cars in a parking lot, predicting 4 will crash in the next year, killing all occupants, and getting only 2 right.

    That is a god damn victory in anyone's languages.