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I gave a speech about Fischer Black, and all I got was this not-at-all-lousy T-shirt

Aaron Brown organized an event at Bloomberg HQ tonight to celebrate the reissue of the late Fischer Black's books Business Cycles and Equilibrium and Exploring General Equilibrium. Haven't read 'em, so I told some Fischer Black stories from my book. And I got this swell T-shirt. If I weren't so tired I'd tell more (maybe later), but for now, a list of tomorrow's (Wednesday's) exciting media appearances:

Fox & Friends (no kidding) at 8:15 a.m.

Minnesota Public Radio's Midmorning, 9-10 a.m. Central (10-11 Eastern).

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  • 1

    I think this T-shirt is a little unfair. I actually had Fisher Black for capital markets at MIT. Fisher was quite open to inefficient markets, and when I saw him at Goldman after he left MIT, I said "Fisher what are you doing here?, you taught us the markets were efficient.". He said, "Jack, I found a few inefficiencies".

  • 2

    He also wrote a paper called, "Yes Virginia there is hope" about the Value Line system which he said did in fact out perform the market on a consistent basis for a long period of time.

  • 3

    The old Black-Scholes model we've seen that it doesn't work in puts and calls if the market is efficient at pricing an option there'd be no arbitrage opportunities. The only thing that has narrowed said opportunities is computerized trading. In the market: all models are wrong!

  • 4

    I just finished the Lowenstein book on the rise and fall of LTCM. A couple of observations based on that reading, and current economic events.

    First, models, such as Black Scoles, work...except when they don't. Models can be a tool for analysis, but using models to predict future performance is like predicting the weather 10 days out. There are probabilities, but no certainty.

    Second, speculators and arbitragers will use the models and the economists who created them to justify their own behavior. Lessons from the LTCM disaster are that people like the partners in LTCM will bring in people like Merton and Scoles to enhance their credibility with investors, distort the models to suit their own ends, ignore the advice of the professors, and the professors will let them get away with it. Maybe because it allows them to get out of their ivory tower and test theories in the real world laboratory or because the partners make them a lot of money, or they get to run with a fast crowd.

    Third, the professors will defend their models even when the models are shown to be less than reliable. Like I said, sometimes Black Scoles does price a derivative accurately.... when all the assumptions implicit in Black Scoles are in place. Take away a couple assumptions, throw in herd mentality, and you have a serious problem. The spreads did eventually converge, but by the time they did, LTCM was out of money. Ten years later, Scoles still defends derivatives carte blanche. In a recent article in The Economist, Scoles is quoted, saying that attempts to regulate derivatives is a Luddite response.

    Fourth, excuse, me that was "Nobel prize laureate Myron Scoles" Maybe, just maybe, the Nobel committee does not really know all that much about economics in the real world. Where is it written that we should give the Nobel committee that much credibility? But the press still keeps saying "Nobel Prize winning economist X" and for some reason that gives people like Krugman more influence. Krugman gets an award for studying trade patterns, and all of a sudden he is on every TV channel being quoted as an expert on everything economic, and some things political. Sorry Mr Krugman, but there are limits to your economic knowledge. Michael Debakey may have known heart surgery, but I doubt if he could have done much about my allergies.

    Seriously, I just about fell out of my chair when I saw the Economist quoting Scoles. Based on what I saw in the Lowenstein book, Scoles ignored the real world, when he should have been pressuring the partners at LTCM into understanding the models do not always work. I think he made some feeble attempts, but he was ineffective at curbing disaster. Models work a lot better in the hard sciences.

    Also, given the choice between pursuing their own narrow interests, and taking a long view as to what is best for the economy, the guys at Goldman Sachs will savagely pursue their own interests. They got privileged access to LTCM's books, then made trades that maybe used that information. Also, they have better lawyers and spokespeople to explain their behavior.

    Last......what is really scary about reading the Lowenstein book is that we don't learn when the lesson is inconvenient to what we want to do. Wall Street, the Fed, and the Treasury ignored the lessons of the 1987 crash, the problems in the early nineties.
    Within a year after the LTCM crisis, Congress passed Gramm Leach Bliley, Brooksley Born was being brow beaten by Gramm, Larry Summers, Greenspan, et al because she suggested that CDS should be regulated. Policy makers ignored the lesson because it did not fit their view of the way they wanted the world to be. They wanted to believe that everybody on Wall Street could be trusted, that the models always worked, that the Wall Street guys with MIT degrees and Harvard degrees were so much smarter than the rest of us. Maybe they are, but that does not mean they have good judgment when it comes to what is best for all of us.

    And we still ignore the lessons today. Some sectors are slowly recovering from the disaster, others are just hanging on hoping things get better. And yet the policymakers waffle on enacting reform that will prevent future disasters.

    As for me..... I actually trust the weatherman's forecasts a lot further than Nobel Prize winning economists, because their forecasts will be based on the history of weather in Iowa. Yes, every so often we have a mild early December, but I will make sure I have my winter clothes ready.

  • 5

    While I agree with you Randy the model knows how to price things like CDO's on upward trend it does not know how to unwind them in price in a downward trend I think we've all seen this? And, like you said it deal in probabilities but downward negative probabilities can lead to some serious wield and often wrong information. The lack od they theory could be the absence of complex conjugation between them?

    • 5.1

      Walt,

      Do the models rely too much on certain assumptions, even in an up market?

      Physical sciences, especially physics, has proven laws concerning inertia, etc. You can factor them into a model, and the model will work all the time.

      The attempt by economists and financial people to put human behavior into a model is fraught with peril. For instance, in summer of 08, oil should have been selling for something over extraction costs, but the herd became obsessed with Nigerian rebels and the threat of Iran closing the straits after a potential Israeli air strike. Then GS and MS started saying $200 oil. But extraction cost for Canadian tar sands was somewhere around $65, I think. Canadian tar sands being the marginal barrel.

      But we cannot totally ignore the numbers. There is a limit to how far and how fast the herd will go. Once we saw $4 gas, the herd saw that consumers were reacting rationally by buying higher MPG cars, and cutting back on driving.

      I still see CDS as dog track gambling, because the dogs are so inconsistent. Insuring houses on the basis of weather, probabilities of fire, etc, allows for a realistic assessment of probabilities. There is no equivalent history to help price financial insurance on complex derivatives.

      Pricing for the future is so much about probabilities. People who thought the price of housing would always go up were working against the most important number, that being affordability index.

      So, use the numbers and models, but realize their limits.

  • 7

    There's now a growing field called econophysics, and is making some impressive results proving a lot of these market "theories" wrong. To the dismay of economists I'm sure. I used the link because I think the system they used is no homomorphic in its structure, so complex conjugation seems to be in order?

    • 7.1

      Here is my concern Walt. Did these people use good science? First observe, then theorize. I think I see a tendency to apply phsysics theory to human behavior, human behavior being a major factor in economics. Sort of verdict first, evidence later. Are the econophysicists trying to form economic behavior to fit their models, or are they studying economics over a long period of time, then forming conclusions. The law of gravity has not changed since the apple hit Newton, but the fundamentals of economics are still very uncertain.

      Uncertainty in human behavior is the challenge. You can perhaps, maybe sort of, make some assumptions about large masses of humans behaving in a particular way. Unfortunately, economic power is concentrated, and that also means economic weakness is concentrated. If economic power was more dispersed, the models might work better.

      Also, the models depend on a high degree of transparency, call it quality of information. In September of 2008, nobody had a really good picture of who owned what. We still don't, because of the tendency of the economic powers to obscure information. Again, with perfect transparency, the models might work better.

      Is this similar to the attempt some years ago to create statistical models for psychology and sociology, with the idea of forecasting human behavior? Statistical models can be helpful, but don't bet the farm on it.

      Remember, economic powers are powerful because they have better access to information than the average joe. IF everyone had equal access to that information, economic power would be dispersed.

      Asimov's foundation trilogy was a provocative piece of work, his hypothesis being that over time large populations will move a particular way. Historians always debate the great man theory of history vs the idea that individuals have little impact. IF the archduke had not gotten shot in Sarejevo, would WW One still have happened? Almost certainly, but just a little later. I tend to think individuals tend to foul up the situation more than help it, and that distorts the predictive ability of economists. If Henry Paulsen had not created panic in the herd last September, would the history of the last year have been different?

      The most relevant long term trend in recent economic history is the closing of the gap between US wages, and wages in the east Asian countries. We have lost most of our economic advantages in education, R and D, etc. So the wage gap must narrow, which explains the decoupling of productivity increases with median income in the US. Productivity increases have allowed us to somewhat hold our ground vs the Asians. That correction continues, witness the correction in wages in the auto industry.

      Second is the increase in economic power in the financial sector. When financial profits became 40 percent of total profits in the US in 2007, that should have been a huge red flag. Financial people will try to use their political and media influence to maintain that power. For instance, one of their talking points is that we need TBTF banks to deal with large companies. Maybe not. You could do the same thing with financial consortiums, such as the one put together to clean up the LTCM mess.

      Last, as far as the models working when the market values were going up, not on the way down, that makes sense. When the market is rising, and everyone believes it will continue to rise, there is almost no risk, and people like Cassano will say they don't see any way that AIG will ever pay a dollar on CDS. When the market falls, risk increases in a way that is hard to assess. BTW, I do not want Cassano in prison. I want him behind a counter saying, "would you like fries with that?"

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