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How do quants contribute to society?
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John622
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#1
How do quants contribute to society?

Hi,
I've been in a Financial Engineering PhD program at a tier 1 US university for about a year now. The mathematics is very interesting and is a good intersection of PDE, Probability, and CS. However, whenever I see the numerical application of my work in Bloomberg, I can't help but feel that all I'm doing is some how help a fund get better at gambling on the stock market. Then when this fund gets better at gambling, the other firms have to hire better quants to improve their models. It's like a "modeling arms race". When I look back at history in the longer run, I can' explain to myself how has the advances in quantitative finance in the last 25 years made the world a better place.

Sorry if this seems rude, but it's been seriously bothering me for quite a while now. My alternative would be to pursue something in Operations Research or switch into Mechanical or Electrical Engineering. My understanding is that high level Mechanics is quite math heavy too?

John

PostPosted: Thu May 15, 2008 3:44 am  Back to top 
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fedja
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#2
Re: How do quants contribute to society?

John622 wrote:
Hi,
When I look back at history in the longer run, I can' explain to myself how has the advances in quantitative finance in the last 25 years made the world a better place.

Honestly, I can't explain it either. I have always considered engineering and computer science as much more beneficial than financial mathematics to the society as a whole, here I completely agree with John622. On the other hand, it is a well-paid job with some interesting problems to solve (though, I strongly prefer to think of the problems I find interesting as opposed to those someone else finds important, that's why I chose the pure academic career), so many people good at mathematics like it. This is not to discourage anybody to go to finance (everyone is entitled to his own career choice) but just to let John622 know that he's not alone in his doubts. Smile

PostPosted: Thu May 15, 2008 4:56 am  Back to top 
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#3
I have been thinking about the same question lately. I'm just finishing my junior year of undergrad, and I'll have the opportunity to work for a good hedge fund after I graduate if I want (probably), so I have to decide if I want to do that or if I should be applying to graduate schools.


I can only think of one "social" justification for the work that hedge funds do. They make markets more efficient. The whole point of working for a hedge fund is trying to identify where the market is inefficient and profit from it; this will remove the inefficiency. (Personally, I think the fact that there's uncertainty in this process does NOT make it the same as gambling.) Essentially, hedge funds provide a service of improving market stability and providing liquidity.

But even if you convince yourself that hedge funds are actually successful at providing these services reasonably reliably, it's such a indirect and small contribution to society that it's hardly justification for picking quant finance over a different industry.

(I really don't think that making the investors richer is a particularly strong moral justification either, even if you are an adamant believer in the capitalist system.)


For me, the only possibly justification for working in finance is that I have some ambitious goals in life (regarding contribution to society), and I don't think that directly getting a PhD and finding a research job will put me in a position to achieve those goals. So I want to work in finance in order to give myself a platform for the stuff I want to do later on.


And as fedja said, ignoring the moral question you raised, financial math is pretty interesting. I really liked the stochastic analysis class I took. So it shouldn't be an unpleasant job.
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PostPosted: Thu May 15, 2008 5:11 am  Back to top 
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John622
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#4
I was talking to some other students about it and found some justifications:

1. The "trading" portion of financial math helps to make the market more efficient by removing arbitrage opportunities.
2. The risk management, derivative valuation portion helps investors to better understand the risk they are taking. There will always be risk involved in finance, but a better understanding of what the risk is allows people to make more informed decisions. A lack of understanding of CDOs contributed to the recent subprime meltdown.

I think the second point is the clinching argument. That financial math is not a "crystal ball" for predicting the stock market, but rather it helps investors take more informed risks. So it contributes information about investment.

The first point mainly applies to algorithmic trading/ quant trading types.

PostPosted: Thu May 15, 2008 6:54 am  Back to top 
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gauss202
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#5
The macroeconomic argument could be made that quantitative financial analysis contributes to the understanding of how financial markets bahave. This in turn allows society to make better judgements about what to do with its capital, investments, and savings. It also causes greater efficiency in markets, and causes greater national/global productivity and return on investments. All of these are things that ultimately fuel progress and invention, and (arguably) improve society as a whole.

Whoops, just saw that you came to the same conclusions as I did. I don't think as Xevarion does that these are small contributions. Financial markets play a very direct and very important role in the economy as a whole and in people's lives. They effect everything from pension funds, to housing markets, to interest rates.

PostPosted: Thu May 15, 2008 8:19 am  Back to top 
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fedja
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#6
John622 wrote:

2. The risk management, derivative valuation portion helps investors to better understand the risk they are taking. There will always be risk involved in finance, but a better understanding of what the risk is allows people to make more informed decisions. A lack of understanding of CDOs contributed to the recent subprime meltdown.

Alas, that's only partially true. As far as I understand it, the recent subprime meltdown was due more to the fact that people just weren't able to pay what they had to pay according to their mortgage and loan contracts than to the fact that computations and models were done badly. Of course, educating people about what they can and what they cannot afford would be a great thing, but that's not what banks, investment firms, and hedge funds have in their mind. Their task is quite opposite: to lure people into giving as much of their money to them as possible. So they have no real incentive to talk about the risks involved. It is like with credit cards: you are formally praised for your good credit rating and paying on time but what the banks would really benefit from most and what they hope for is that you put yourself in exactly such a debt that you would have to spend all your free money on just paying the interest. This way of thinking was behind such monstrous inventions as "interest only mortgage", etc.

Basically, the investment market is assumed to be a mechanism that allows to redistribute free money so that the more successful and useful for the society competitors will get more financing and the inept and useless ones will be financially starved to death. As long as you stick to trading stocks, that more or less works. But options and other derivatives seem to be of much less importance for this particular purpose and are mainly used for large scale speculations that have a negative overall impact on the stability of the economy. And a lion share of the current hedge fund profits (and losses Razz) is derived from manipulating various derivatives.

Of course, this is just my personal opinion and I am by no means an expert. It is an interesting question whether there is any correlation between the trading strategies aimed at maximizing the profit of individual investment firms (that's what you'll have to design as a quant) and the trading strategies that improve the overall performance of the market economy (that is what the society would benefit from). I do not think that the answer is simple here.

Anyway, as Xevarion said, it is an interesting job. Just be aware that, despite all possible "justifications" aimed at presenting it as "useful for the society" (which may be true or false, it doesn't matter here), it exists primarily because of the "natural" desire of "normal" people to get richer by any means (mathematical modelling seems to help so far, so they employ mathematicians, but if there were any indication that looking into cristal balls and other witchcraft tricks might be of use, you would have several professional witches in the staff as well...).

PostPosted: Thu May 15, 2008 9:01 am  Back to top 
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#7
a couple of examples:

the pensions of union members may be invested in a hedge fund or investment bank. quants are (at a certain level) responsible for the steady growth of said workers' retirement fund.

foreign companies (say, biotechnology companies) may be working with a non-us or non-euro currency. the currency risk that they incur can be mitigated by the work done by quants, allowing the aforementioned companies the best possible chance of completing products which can raise people's standards of living.

gauss202 also raises some good points.

PostPosted: Fri May 16, 2008 2:25 am  Back to top 
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blahblahblah wrote:
the pensions of union members may be invested in a hedge fund or investment bank. quants are (at a certain level) responsible for the steady growth of said workers' retirement fund.

Sounds nice and noble until you ask the question where this growth comes from. There is a certain part of it that is delivered by the overall development of the economy (plus adjustment for the inflation), but you do not need quants to catch that part: any decently diversified index fund would do. The performance of the quant is judged by how his ideas allow to outperform the market. Now, the only way for a quant to outperform the market is to get money from other investors by outsmarting them in trading. So, basically, quants are in charge of redistributing the wealth rather than of creating it. It is nice if the result will be taking some money from greedy millioneers and passing it to the worker's pensions but it is equally likely that it will be exactly the opposite (quants do not have much control on who invests in the fund they are working for; usually they don't even know that). So, the picture is quite complicated here. I suspect that the overall balance is exactly 0.

The claim that the knowledge allows to mitigate the market is true, no doubt. But this mitigation comes as a side effect. The quants aren't paid according to how much the stock (or option) price volatility decreased over the last 5 years.

Actually, my main point is not that financial mathematics is useless per se. This would be ridiculous to claim. Any decent attempt to understand the nature and mechanisms of some process (be it stock market, weather, chemical reaction, or whatever else) will benefit the society. Being done in a purely academic setting with the main goal of acquiring and disseminating the knowledge, it is as noble and useful as the work of physicists and other natural scientists. The problem is that it is not quite what is expected of a quant working for an investment firm. Every time the knowledge is made secret and used for the sole purpose of getting richer, you may expect that the chances of using it for good and for evil causes are at least equal. You can help in the ways blahblahblah brought up but you can make an equal amount of harm just as easily.

PostPosted: Fri May 16, 2008 7:05 am  Back to top 
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John622
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I think perhaps we should look at the role of hedge funds as a larger system of gas particles rather than talking about the contribution to society that a SINGLE hedge fund makes. I think the SYSTEM of investors and hedgies contribute to the market by

1) Driving prices to the correct value. If prices are more "correct" i.e. in line with their demand, then the resources in society will be more quickly distributed to the right areas. If there is a lag and things are out of price, then the resource adjustment won't happen as efficiently. For example, if some how 286 computers are still worth \$1000 a piece, then all the major companies will suddenly only produce 286 that nobody needs.

2) They invent new derivatives and products that better meet the risk profile of investors. For example, by having things like basket default swaps, people can "isolate" the credit risk of a company but not bet on the operational risk of the company.

Now, no investment bank and hedge funds are founded to serve these two principles. What's amazing is that by pursuing their own greed, they are in fact performing those two tasks as a SYSTEM. Every win and loss means an adjustment to the market system. It's hard to explain what contribution one single hedge fund makes by winning 5 billion dollars on writing credit default swaps, but together, all the hedge funds synergetically function to make the market function.
The analogy is if you are a car part manufacturer, it's hard to see how this one part contributes to society outside the context of it being part of a car, but you have to realize that this car part manufacturer is part of a much larger system that contributes to society.

I'm going to take a financial economics course and see if I can learn more. My first research survey will be on whether the market/economy has benefited from derivatives and whether profit-seeking strategies in investment is aligned with the improvement of the whole economy.

PostPosted: Fri May 16, 2008 1:15 pm  Back to top 
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Also we have to look under the larger theme of "do other professions ultimately contribute to society? or do they merely exists due to imperfections in human society?"
For example, professions like police, locksmith, lawyers ultimately are wasteful. They only contribution they make is keeping other people in line with current social order. If people can be more disciplined and adhere to social order without external pressure, then these people can be diverted to more productive jobs.

I think the alternative to free market is communism. That didn't work out well.

PostPosted: Fri May 16, 2008 1:26 pm  Back to top 
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John622 wrote:
If people can be more disciplined and adhere to social order without external pressure, then these people can be diverted to more productive jobs.


That's a pretty big "if." I don't really find the premise of statements like this realistic. To talk about "imperfections" in human society is to presume that human society is a system with a particular goal and that it contains inefficiencies that make achieving that goal more difficult. From the viewpoint of achieving a particular goal, the latter might be true, but the more troublesome premise is that human society has a particular goal at all (beyond survival). (There is a related notion that human society should somehow be redesigned to remove inefficiencies which does not at all take into account how it came to be in the first place nor how difficult it would be to implement a redesign. I also find this notion absurd.)

I don't have much to say about the original topic of this post. I just think mathematicians need to be more careful when they start trying to be philosophers Smile
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PostPosted: Fri May 16, 2008 2:32 pm  Back to top 
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John622
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I thought mathematicians are philosophers.

PostPosted: Fri May 16, 2008 2:39 pm  Back to top 
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I mean that I've noticed students of math have a tendency to talk about the social sciences in similar terms as the terms they use to talk about the physical sciences. Please let me know if you think I'm being rude; this is merely an observation I've made about a certain type of person. Have you studied sociology? Psychology?
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PostPosted: Fri May 16, 2008 6:21 pm  Back to top 
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t0rajir0u wrote:
I mean that I've noticed students of math have a tendency to talk about the social sciences in similar terms as the terms they use to talk about the physical sciences.

I'm certainly guilty of that too Smile but that's the way we are trained: when naming something a science, we assume that it derives its conclusions from either direct and reproducible experimental observations or from rigorous logical argument within a well-defined model and that those conclusions have predictive power. Everything else is just "not science" (which doesn't mean it is unlimately bad or completely useless; it just doesn't pass the test). Not having this clear border will result in recognizing alchemy, witchcraft, and studying UFO as "sciences" (by the way, did you study witchcraft, t0rrajir0u? Razz I bet not, but still you, probably, have quite a firm opinion about its value). A good friend of mine studied psychology quite seriously, and it is a decent science but, quite suprisingly, you can talk of it in the same terms as you would use for physical sciences. You observe human behavior, you try to classify the behavioral types, you design the tests that allow you to determine which type the person belongs to, you make predictions about their behavior, you check your predictions and adjust your models according to this check; what's different here from physics? What social scientists are often guilty of is trying to find the "the ultimate and the only correct point of view" on everything (be it Freudism, class struggle, or whatever else). They see some part of the elephant and claim that that is the only relevant part and those who refuse to believe it should be condemned. The tolerance to alternatives must have its limits of course (I'll refuse to recognize living a few weeks in a museum room with lice in your hair as a form of art no matter what the professional critics might say) but I would prefer the social scientists to be a bit less self-confident, especially the philosophers. I remember fairly well my student years when we were taught Marxism as "the only scientific philosophy" and then, after the collapse of Soviet Union, were told by the same teachers with the same confident expression on their faces that "it wasn't exactly so" (I'd better not go into details now); this, plus several dozen millions of people killed to let some political, philosophical, or religious dogma prevail (and I'm not talking only about 20th century Russia here), plus clear incompetence of most philosophers talking about mathematics, make me suspect that philosophy is not exactly what I'll be willing to embrace as a decent science in the nearest future and that my tendency to try to apply to it the same criteria as to physics may be excusable after all.

Like t0rajir0u, I didn't have an intention to offend anybody here, just to express my point of view and somehow to explain the phenomenon he refered to. Of course, this is only my personal perspective, but I believe that I can qualify as a "typical student of math" Smile

As to "human society having a particular goal", I believe it is the same as with an individual human being. You aren't born with a particular goal but, as you grow and become sufficiently aware of yourself and surroundings, you start setting goals beyond your physical survival. The problem seems to be that general awareness of the society is not that high at the moment. But this is starting to become philosophical, so I'll better stop.

PostPosted: Sat May 17, 2008 7:11 am  Back to top 
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It seems to me that the primary focus of psychology these days is offering ways to interpret the results of neuroscience, and it is in that interpretation that I would distinguish the methods of psychology as a social science from neuroscience as a "physical" science. Behavioral psychology is very empirical, that's true, but there's a lot more to psychology than behavioralism Smile

fedja wrote:
What social scientists are often guilty of is trying to find the "the ultimate and the only correct point of view" on everything (be it Freudism, class struggle, or whatever else).


Thank you; this was partly the point I was trying to make Embarassed
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PostPosted: Sat May 17, 2008 8:45 am  Back to top 
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Quant help in the efficient allocation of capital and other resources.
We are in a period of time where the increase in such efficiency is easily the most massive factor in the improvement of living standards of people on Earth.

We only have to look at huge failed countries like India and China to see what happens if you don't have functioning capital markets.
The socialist fascists who run China are just so proud that their economy is now 4th in the world, having just over taken Britain. A country with 1/20th the population.
India adopted a less evil form of socialism, and murdered a vastly smaller % of their population, and given time it may get into the top level by size.

Both are growing fast, but that is the relief you get when you stop banging your head against a wall.
When your people get jobs in the global market because they earn vastly less, you have failed, not succeeded.

The biggest marginal return you get from education is learning to read, after that the marginal value only ever goes down. Same with economies.

China gets a large % of it's relative growth simply because the number of university graduates it murders per year is now only 100 times that of a civilised country.
India has reduced it's bureaucracy and now invests nearly enough in education. It's overall efficiency is now nearly as good as the more backward parts of Mexico.

Already we are seeing structural issues in the Chinese economy driven by the fact that capital allocation is done by political connections not some combination of risk and return.

Of course the credit crunch is a dreadful mess, but western government are responding to it by various economic measures, unlike China which would murder a few thousand people as scapegoats, or India which would let them starve.

PostPosted: Sun May 25, 2008 1:45 am  Back to top 
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fedja wrote:
So, basically, quants are in charge of redistributing the wealth rather than of creating it.


I'm not convinced this is true -- suppose, say, that the involvement of quants in repackaging, securitizing, and reselling student loans creates a much larger market for student loans. This in turn leads there to be many more student loans available, and at lower rates. It's hard not to call this wealth creation. And we haven't even started talking about mortgages, where the work of quants can be arguably said to have dramatically increased people's access to borrow funds to buy houses. The last 2-3 years notwithstanding, this can also be viewed as wealth creation.

Or, even more simply, by narrowing the spread between the bid and ask, and making more trading possible, quants have created a great deal of wealth. Trading itself is fundamentally a wealth-creating activity, no matter how hard the protectionists in the US and EU will argue otherwise.

It's not as tangibly wealth creating as making widgets, but it's creating wealth nonetheless.

PostPosted: Mon May 26, 2008 4:04 pm  Back to top 
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China a socialist system?

Dominic Connor,

Your perception of China as a "socialist" country is clearly a sign of your anachronism on the matter. China was very socialist about 20 years ago, it was a command economy where all production were based on what the party demanded. Ever since Deng Xiaoping in the late 1980s, China has reformed its economy into one of the biggest free market in the world. In fact, it is too free. There are many loopholes and regulation deficiencies which allows the capitalists in China to greedily exploit the working class. The Chinese market is more capitalist than the United States. China needs more regulations now to shorten the wealth-poor disparity and add stability to its capital markets.
The "murdering" of university graduates is one of the most, interesting shall I say, that I have heard from China/India bashers so far. Would you please elaborate who does the murdering and what your sources are?
I don't see how a discussion of quant's contribution to society has quickly led someone like yourself to delve into a tangent of rage against two rising powers: China and India. It is perhaps advisable for your own survival in the 21st century to have a more correct perception of these two rising states.

Sincerely yours,

PostPosted: Thu Jun 05, 2008 8:36 am  Back to top 
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China still is highly socialist, you don't have to reduce the amount of socialism in a system to make it vastly less awful.

China is no an open market for capital, that isn't hurting it all that much yet, it will soon.
I am entertained by the notion that more regulation leads to more stability. I appreciate that economic history isn't part of many mats curricula, but what you are seeing is the substitution of many small shocks for a smaller number of bigger ones.

It's true that the people running China have more contempt for the working classes than Americans or Europeans but leaving aside morality that simply is not efficient.

As for state murders of graduates I commend you to Amnesty International, or indeed any news media of any kind. Again, that is not efficient, as the Nazis found when they gassed the people who might have made their atomic bomb in WWII.

Financial markets are an expression of the "freedom" in a culture. It is not coincidence that efficient markets are only to be found in democracies. I came into financial markets when my ethnic group was not only out of favour, but occasionally blowing up banks.

But most of us were nice and useful people, honest... Smile
Imagine what would happen if a Tibetan applied for a senior job at a Chinese bank. OF course since he would not have been allowed to go to university that's not likely, is it ?

Again this is not a moral perspective, but an efficiency term. China is a dismally poor country because it does not manage any of its resources well, be they physical, financial or human.
That's what it means to be a rich country, doing what you do well.

PostPosted: Mon Jun 23, 2008 11:11 am  Back to top 
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#20
rrusczyk wrote:
It's hard not to call this wealth creation. And we haven't even started talking about mortgages, where the work of quants can be arguably said to have dramatically increased people's access to borrow funds to buy houses. The last 2-3 years notwithstanding, this can also be viewed as wealth creation.

Trading itself is fundamentally a wealth-creating activity, no matter how hard the protectionists in the US and EU will argue otherwise.

It's not as tangibly wealth creating as making widgets, but it's creating wealth nonetheless.


Rather than putting forward my own arguments, I suggest that you watch
http://www.youtube.com/watch?v=cy-fD78zyvI Wink

PostPosted: Tue Jun 24, 2008 8:58 am  Back to top 
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