Computer Models and the Global Economic Crash
Anti-Globalism passes along a review in Ars of some recent speculation on the role of interconnected computer models in the global economic crash. "If Ritholtz, Taleb, Mandelbrot, and the rest of the computer modeling and financial engineering naysayers are correct about the big picture, then we really are arguably in the midst a bona fide computer crash. Not an individual computer crash, of course, but a computer crash in the sense of Sun Microsystems' erstwhile marketing slogan, 'the network is the computer.' That is, we have all of these machines in different sectors of the economy, and we've networked all of them together either directly (via an actual network) or indirectly (by using the collective 'output' of machines in one sector as input for the machines in another sector), and like any other computer system the whole thing hums along nicely... up until the point when it doesn't."
I am not an economist but I have owned a couple businesses and consider myself a reasonably practical person.
I have always believed that the vast majority of today's financial instruments have been invented out of thin air for no reason other than to ultimately ensure the employment of bankers and brokers.
For example, lots of people have a checking account, savings account, credit card, poersonal line of credit, HELOC, brokerage account, and more. I see absolutely no reason why a single account could not offer all those features. The only reason you "need" all that is because the banks created all these funny rules so that they could introduce more and more products and services. This is done so they can charge you more for each of those things, and also to differentiate them from their competitors.
Besides consumer banking, can somebody explain to me why we NEED "commercial paper"? Yes, I've read the wikipedia page and I know how it's used, but I don't understand why it's needed. If you can't make payroll then you're pulling from your credit one way or another - why do we need separate instruments for a 2 week loan versus a longer term loan, or a credit card, or whatever?
And don't even get me started on real estate lending...
It's like freaking starbucks - you can get your banking services just as special as an upside-down triple no foam half calf non fat 160 degree two splenda mocha. But it's one thing for a coffee company to cater to every individual snowflake's desire, and quite another IMHO for something as important as our financial system to become as absurdly complex and fragile as it is.
As for the people who are really benefitting from all this complexity - well, it's only during recession that we all collectively take a good hard look at who's making a contribution to society and who isn't. Unfortunately the powers that be think they can beat a recession by tweaking some rates, stealing from taxpayers, or shuffling money from one hand to the other. That's just going to hurt us more in the long term. We need to clean this shit up now - get rid of unnecessary products and overhead, and let the unproductive companies go bankrupt. Let the UAW strangle themselves to death. Just get it done.
has nothing to do with computers. The source of the problem is the source of money. Who decides how much money there is? Who reaps the benefits of creating money which is not backed by real productivity? If you're truly looking for the root of the problem instead of symptoms, then you have to find out about the inner workings of the money system. In other news, the "Federal" "Reserve" bank has once more lowered the interest rate. The dollar is now less than 0.25% away from being free (i.o.w. worthless) money.
Funny how all the computers seem to be working properly when the prices are going down, but not working half the time when prices need to go back up.
I guess it's like how gas pumps will correctly increase the price of gas when the price per barrel of oil goes up, but are buggy and won't reduce the price later when the costs come back down.
Economics models are like using goat entrails to predict the future so this wouldn't surprise me. sorry just had to put my 2 bits in
I'd just like to point out the bleedingly obvious: That people programmed these computers. They are functioning exactly as they should be. If they weren't, we'd have heard about it by now. So the problem is not the computers, or the network, but rather the people who control them. Thank you. You may now resume your regular ranting, already in progress.
#fuckbeta #iamslashdot #dicemustdie
The system grew far faster than it's underlying resources would allow for, ultimately driving it to a point of exhaustion and shock, leading directly to a cascade of failures spreading around the globe to nearly all segments of the market. It was inevitable, and I saw it coming many years ago, though I could not predict when it would transpire.
It's kinda like earthquakes. You can see the tension between the tectonic plates building up, but you can never be sure when that pressure will release itself. So it goes with the global financial marketplace.
Many parts of this market is zero-sum, yet predicated on the fallacy of "infinite-growth". You cannot have it both ways, my friends. It must fail, and that can "easily" be shown mathematically.
And so my "Greater Fools" theory of the market stands. If you hold a stake in it, your only hope is to find a "greater fool" than yourself to take it off your hands at a higher price. Since the supply of fools are finite, and the resources they hold are also finite, someone *must* be left holding the bag, due to the zero-sum dynamics of the market.
Computers being in the mix only make the shocks more severe and dramatic; but the same applies regardless.
How can you model in greed - corruption - and the ever popular human trait of freaking out ?
Tech bubble - Real Estate bubble ... next time I even see/hear the word bubble in the markets I'm cashing out for a while
Its not the years, its the mileage
And I agree with that datas: The problem isn't the computer/mathematical models. It's how they were used. In particular, people were using models designed to evaluate one kind of mortgage asset, and plugging in an entirely different kind of mortgage, etc.
The author grants that conclusion, but then makes the claim that although the problem wasn't caused by the computers themselves, that it was somehow exasperated by them. - I don't see how that's the case.
Computers and computer modelling makes it easier to create advanced derivatives and such. But it doesn't make us do it. Just look at the engineering world; We don't choose technically advanced solution just because we can. In fact, the tendency is to go for the simplest possible solution. ("KISS rule")
There's only one reason why you would create advanced, incomprehensible derivative structures: To con people, essentially. To obfuscate the risks. To create money out of nothing. (the most profitable way to make it)
That's not a new problem. There's a reason we created financial regulations, why we have book-keeping, demand financial transparency, auditing, etc. This happened because it was allowed to happen. Because nobody stepped in and stopped this obfuscation from happening. I don't blame the computer models. If someone cons you into signing a bogus, misleading contract - the problem isn't with the paper it was written on or the language that was used. The problem is with the law allowing such contracts to have legal force (which is a regulatory problem from another century).
To extend that analogy, this is a bit like standing in that situation and asking whether or not written contracts are a bad thing, and whether we shouldn't go back to simpler, oral contracts. The bottom line is: As long as it's profitable, there will always be people trying to obfuscate and hide information for economic gain, and there will always be a need for regulation and oversight to stop people from doing that. But blaming the methods by which it's done is pointless.
I was actually pretty involved in automated trading systems until a few months ago. The over-arching problems with the systems is they can either be tactical or strategic. Tactical systems make trades in milli-seconds and make decisions based on a dozen or so parameters. There is no human intervention. The money is made getting your trades in faster than the other guy. The problem is there are a lot of reactionary traders out there who see this movement and then react... without really determining what caused the movement. They just see a large percentage of stock moving and follow the lead.
Strategic trading is data-mining and looking at hundreds of factors and incorporating expert opinion into and making decisions based on long term movements and not singular announcements.
A very good example is Enron. Tactical trading systems would have always bought it because it meet or exceed it's numbers. A through analysis such as the one done by Daniel Scotto would have seen through the fraud.
Unfortunately ... tactical trading is fast and sexy and attracts the Gordon Gecko/Boiler Room types. Very few college grads aspire to be Warren Buffet.
There are two equally valid descriptions of markets. One is by Adam Smith, with the "unseen hand" guiding the markets. Smith markets are well behaved, efficient, and amenable to analysis by what amount to small-signal statistics.
The other description is by Charles Mackay in his book "Extraordinary Popular Delusions and the Madness of Crowds." In that book he describes the Dutch tulip craze and other bubbles in history prior to the mid 1800's. This economic crash is more of the same.
The models, probably because of "free market" ideology, assume a market where Adam Smith's "unseen hand" is at work. The modelers don't consider the kinds of markets described by Charles Mackay. Most of the models are based on the Black-Scholes option pricing theory. If you look at the assumptions underlying that theory, they describe good behavior, efficiency, and changes describable by what amount to small-signal statistics.
Mackay markets are boom and bust, with greed and lies and herd behavior all around. That's what we had. The underlying mathematics has been studied, but not for markets. If you have a pre-LCD TV, an electronic circuit that is non-statistical but related to boom-and-bust market behavior creates the sawtooth sweeps that paint the picture onto your screen.
Probably the best comment on the current financial crisis comes from Mr. Adair Turner.
It is not the computers or the communication standards. Sorry, not our poor computers, not the right target for the blame game.
The challenge of the crisis is intellectual. Look, I remember that economists always explained me that they have no clue where the US growth rates come from systemically or can explain where the financial markets make all that money. The surprise was that it didn't crash earlier.
http://en.wikipedia.org/wiki/Nassim_Taleb "Narrative fallacy: creating a story post-hoc so that an event will seem to have an identifiable cause."
...Bernie Madoff assures me that my portfolio is safe and I shouldn't worry.
Have gnu, will travel.
Because the risks, terms and structures of the loans are different between the different products, and it requires different expertise to successfully make loans of one kind vs. another. Not to mention that the borrowers are different for each product. This means that the separation of the loans into distinct product types represents a division of labor among lenders.
Just to list some of the important factors:
This is not to say that the line of product offerings doesn't have any significant overlaps, but most pairs of products you can think of are differentiated along at least one of these, if not others. The commercial paper market, for example, exists because large corporations seeking large ($100k+) short-term loans can get better rates than at other kinds of credit product. Large corporations with good credit ratings also get better rates on long-term borrowing by issuing bonds than they could by going to a bank. Credit cards feature point-of-sale networks and allow for a large volume of small transactions, while personal lines of credit require you to borrow in much bigger chunks at a time in exchange for a better rate (a volume discount, so to speak). And so on.
Are you adequate?
There are lots of problems in the financial system that have nothing to do with computers. If anything, computers have brought these problems to light.
You see a lot of this pointed out on Jim Cramer's show "Mad Money", http://madmoney.cnbc.com/
Most of our problems have to do with the lack of transparency in financial systems on supposedly public traded companies. As Cramer pointed out, "How can you have these levels of fiction after Sarbone-Oxley?" Moreover, with the recent Ponzi scheme uncovered, it makes you wonder just how interested is the SEC in maintaining the integrity of the financial system? That and allowing the short sellers to destroy the banks, leaving the tax payer to bail out the investors in order to preserve the financial system.
Thank god, we have the best form of government money can buy. Unfortunately, it even works to preserve the status quo when the original players are bankrupt. Nothing new here, after all, Japan's emperor was able to maintain control long after he had been defeated.
I am sure the US empire will survive this minor setback. The Hessian empire was bankrupt for hundreds of years before it ultimately collapsed. Maybe we can drag this on until the next Ice Age or until we poison all life to extinction, so who cares about the messes in the meantime?
Absolutely not.
The individual quantitative analysts ("quants") built redundancy into their individual company's systems by counting on external "randomness" (approximately), insuring against possible losses emanating from their highly leveraged transactions through insurance contracts (credit default swaps).
However, All the other quantitative models were built on essentially the same set of assumptions: That their insurers had sufficient capitalization to cover the CDS contracts. The triggering event, a loss in home valuations is particular markets, started an avalanche consisting of lots of finance companies invoking the CDS contracts, all at once. That's when they found out that the insurer (AIG, for example) was just as undercapitalized as everyone else. (There's way more to this sordid tale, so this is a necessarily compressed synopsis.)
Unless one counts "we got ours, you're fucked" as implying "working as advertised", then it didn't work by any stretch of the imagination.
Read Nassim Nicholas Taleb's comments on the Black Swan Event for a properly thought and documented analysis.
BTW, The Edge is a great resource for the intelligent and curious reader. I have no financial interest in these guys, but I've found their insights to be highly informative and balanced.
You're serious, aren't you? Have you any evidence to support that assumption, or did you pull it out of your ass?
Financial transaction processing is done via relational database in almost all cases. Or do you really think the volume of transactions handled by a decent-sized bank, even on a daily basis, could fit in 65k lines?
"Trolls they were, but filled with the evil will of their master: a fell race..." -- J.R.R. Tolkien on Olog-hai