Saturday 31 October 2015

Ice hockey fighting markets

15:32 Posted by The Thalesians (@thalesians) No comments

Ice hockey is one of those games, where even the casual observer can understand the basic gist of the game. You literally have to score goals to win, however difficult that might be. I don't claim to understand every rule of the game, but whenever I've watched it, it's been fast and fun to watch. The NHL is rarely on UK TV, and when ice hockey is on UK TV, it's usually from the Winter Olympics, which only comes around every four years.
A feature of ice hockey is the fighting. From my research (ok, a quick look at Wikipedia), in the NHL players are not sent off automatically for fighting, although you can be punished through a penalty, such as sitting out the game temporarily for 5 minute. I suppose the hope is that 5 minutes should be sufficient time for the player to calm down and at the same time to act as a suitable deterrent.

Fighting in hockey is also not an uncommon occurrence. According to HockeyFights.com (yes, there really is a website dedicated to hockey fights), in every hockey season several hundred fights occur. I'm not going to debate whether fighting should or should not be allowed, but regardless, of where you stand, you would have to acknowledge that in a fast moving game, such as ice hockey, a fight is going to slow down the action temporarily.

In a sense, markets are like this. There's calm and calm, till suddenly, volatility picks up and there's a break in the market, price action fights against the previous regime. If it's a sufficiently large vol spike, market participants can flip from seeking yield to capital preservation, and try to cut down their risk. If central banks see contagion risk they might seek to give markets a "5 minute penalty" to calm down, stimulating the economy through looser monetary policy. 

The financial crisis was obviously a classic example of this. I recently went to a public event, with Ben Bernanke, who is currently on a tour to promote his new book Courage To Act, a lot of which centres around the events of 2008. He robustly defended QE, noting that "there is no better thing for the middle class as job creation in the labour market, and that is what QE did". 

Revisiting our analogy, just as with penalties in an ice hockey game, after a while, there's a limit to how much monetary policy can do in isolation. If a player is seriously angry, a short 5 minute break won't calm him down. Bernanke made the point that central bankers have been expected to do too much of the heavily lifting around the crisis. Fiscal policy is also an important part of the dynamic and it is also up to politicians to act. Similarly, if consumers are in a state of severe risk aversion, looser monetary policy might not be enough of an incentive to get them to start spending again.

Sometimes, if a fight a severe enough, it'll take more than a penalty to stop it: monetary policy can only do so much...

Like my writing? Have a look at my book Trading Thalesians - What the ancient world can teach us about trading today is on Palgrave Macmillan. You can order the book on Amazon. Drop me a message if you're interested in me writing something for you or creating a systematic trading strategy for you! Please also come to our regular finance talks in London, New York, Budapest, Prague, Frankfurt, Zurich & San Francisco - join our Meetup.com group for more details here (Thalesians calendar below)

14 Nov - New York - Thalesians/IAQF - Andrey Itkin - Efficient solution of structural default models
25 Nov - London - Panel - Macro Markets Discussion
26 Nov - Zurich - Thomas Schmelzer - Portfolio Optimization, Regression and Conic Programming
14 Dec - London - Matthew Dixon - Machine Learning in Trading (Thalesians Xmas Dinner)

Saturday 24 October 2015

The Fed mandate for chocolate

17:53 Posted by The Thalesians (@thalesians) No comments

For a moment, imagine you are in a chocolate shop or one which sells delightful cakes (as above). I suspect, your objective is to buy some chocolate or something similar. It is unlikely that you are visiting in order to lose weight. If you have a mandate to lose your weight, then visiting a chocolate shop somewhat conflicts with that. However, if your mandate, is occasionally enjoying some chocolate, you have probably come to the right place.

In this instance, it is easy to formulate a mandate for behaviour. More importantly, it is easy to see whether we have stuck to our mandate or we have broken it. For any job, you are essentially given a mandate, which governs how you behave. Often, the mandate can be more implicit, rather than explicit. Let's say you are a trader. Your mandate involves maximising P&L, whilst at the same time ensuring that risk is managed prudently. Other aspects of the mandate are also important, for example ensuring compliance with the rules of your institution and of the market. If you overshoot your risk limit repeatedly, you are breaking your mandate. If you repeatedly flout rules around market behaviour, you are not keeping your mandate.

The behaviour of central banks is also governed by mandates. If we think of the Federal Reserve, their mandate involves striving for: maximum employment, stable prices, and moderate long-term interest rates. Sometimes obviously, these multiple objectives can conflict with one another, and they need to temporarily emphasis certain elements of the mandate. There are some things that their mandate doesn't include:

  • hiking, because the market is fed up with waiting for hikes
  • hiking, because traders are finding it difficult to generate P&L
  • hiking, to do the "right thing" and teach people a lesson who are on the wrong side of the trade
  • cutting, because stocks aren't high enough
  • cutting, to boost trader's P&L

Yes, central banks make mistakes and sometimes they can stick too rigidly to some of their mandates. Trichet's hikes in 2008 and 2011, were generally seen as policy mistakes at the time (and even more so afterwards). The Fed has also come in for criticism for the length of its asset purchase programme. Yes, maybe the impact of QE waned over time. But the initial Lehman shock was so severe that it called for unorthodox measures and the Fed could not simply walk away. In addition, the TARP program, which was sanctioned by Congress, also helped to stablise the market, by giving banks some breathing room and remove the very real possibility of a collapse in banks. Yes, it essentially was a bail out of the banks, but again think about what would have happened without TARP. Would Main Street really have been "better off" with a collapse of the banking system? Somewhat I think the Fed's mandate for maximum employment, would have been dented.

It's very easy to criticise central banks, and sometimes that criticism is warranted, they make mistakes too. At the same time, their mandate is very much different to that which governs the behaviour market participants, so what market participants might want, might not be best for broader economy. On a more focused look at when the Fed might actually hike, I'd also recommend reading Des Supple's latest note on the state of the US economy at present and what it means for when the Fed might hike.

Like my writing? Have a look at my book Trading Thalesians - What the ancient world can teach us about trading today is on Palgrave Macmillan. You can order the book on Amazon. Drop me a message if you're interested in me writing something for you or creating a systematic trading strategy for you! Please also come to our regular finance talks in London, New York, Budapest, Prague, Frankfurt, Zurich & San Francisco - join our Meetup.com group for more details here (Thalesians calendar below)

25 Nov - London - Panel - Macro Markets Discussion
26 Nov - Zurich - Thomas Schmelzer - Portfolio Optimization, Regression and Conic Programming
14 Dec - London - Matthew Dixon - TBA (Thalesians Xmas Dinner)

Saturday 17 October 2015

Burgers or macarons?

14:26 Posted by The Thalesians (@thalesians) No comments


We all face choices, every day of our life. However, often the questions we might ask ourselves aren't really choices, because we are not always forced to choose. For example, in a restaurant, when we browse a menu, there is not really a choice between a main course or a dessert. The courses are specifically designed to be complementary, as opposed to replacements for one another.

Just because you might elect to have a burger as a main course does not prevent you from having a macaron for dessert, something sweet to end the meal. When it comes to main courses, it's not really customary to order several large dishes for yourself (unless you happen to be extremely hungry: I admit there have been occasions, when I might have had more than one burger!). So in effect, what might be framed as a choice, is not always a choice at all.

If we think of the way people talk about different trading styles, it's precisely the same! Often, they frame the question as a choice, when in fact, different styles are complementary. Take the choice between systematic and discretionary trading. On a personal level, you might be forced to choose between the two, simply because of a lack of time to do both and also because some people are better at discretionary, whilst others do a better job at systematic trading. On a higher level, if you are allocating to these strategies, there isn't necessarily a choice between either discretionary or systematic trading. If the strategies are in principal uncorrelated, you can choose to invest in both, being careful to manage the risk between them.

Back to burgers and macarons, now... there is also the question of knowing what you are eating. With a burger, it's fairly straightforward. Even to the least culinary of observers, it's clear that the burger is made up a bread bun, garnished with lettuce and tomato, separately by a patty, made of minced meat. Contrast that to a macaroon. Ok, it's clear it has sugar in it, but aside from that, if you have never made them and don't have a recipe book to hand, it is simply not clear how they are made or even the ingredients. In fact the most important ingredient of a macaron is ground almonds and the process includes making Italian meringue (which I never guessed until I tried to make some).

If we head back to our discussion about systematic and discretionary trading, we see another parallel. Systematic traders are often said to be running black box strategies. If anything, the strategies that systematic traders can run, can be far more transparent than those which discretionary traders do. Take for example CTA strategies, which are typically trend following. They literally buy assets which are trending higher in price and sell those trending lower in price - that is the whole idea, in a single sentence! In practice, when implementing it, there are many little details which complicate the matter, but the principal is pretty transparent - and hardly a black box. Let's instead ask, whether we can easily define what a successful discretionary trader does in a single sentence. It is extremely difficult to do so! If anything, I'd argue that discretionary trading is more "black box trading" than a lot of what goes under the name of systematic trading, because it is so difficult to define the process by which a discretionary trader makes a decision. With a well designed systematic model, you should be able to understand why it is putting on certain trades and the principal which the system follows.

So maybe, when you see a burger, in actual fact it's more like a macaron.... and vice versa, at least when it comes to classifying trading strategies? Maybe you can have both your burger, macaron and even cake and eat it, when it comes to allocating risk!

Like my writing? Have a look at my book Trading Thalesians - What the ancient world can teach us about trading today is on Palgrave Macmillan. You can order the book on Amazon. Drop me a message if you're interested in me writing something for you or creating a systematic trading strategy for you! Please also come to our regular finance talks in London, New York, Budapest, Prague, Frankfurt, Zurich & San Francisco - join our Meetup.com group for more details here (Thalesians calendar below)

21 Oct - London - Robert Carver (FULLY BOOKED!) - Lessons from systematic trading
25 Nov - London - Panel - Macro Markets Discussion
26 Nov - Zurich - Thomas Schmelzer - Portfolio Optimization, Regression and Conic Programming

Sunday 11 October 2015

Not always plane sailing

14:25 Posted by The Thalesians (@thalesians) No comments

Travelling is rarely about the journey. People generally don't fly across the Atlantic to endure hours up in the sky cramped in a seat for the sake of it. It's all about getting to your destination and the time you spend there. Yet, the journey bit is the inevitable part of the whole travelling experience.

I've been travelling over the past two weeks for work. It's taken me to the Federal Reserve Board to present my research in Washington DC, Bloomberg TV in New York, as well as to a number of funds on the East Coast, a Thalesians talk in New York, Quantopian in Boston, an innovative startup helping retail traders create trading models with Python, as well as to the WBS Training Fixed Income conference in Paris. It's been challenging, at times questions I was asked about my research, I couldn't answer. However, it's definitely been a good learning experience and I definitely go away with loads of ideas for future research after meeting so many other market participants. During the downtime, I've also been lucky enough to meet a lot of friends and folks from finance Twitter along the way, via quite a few burger joints, which has been great!

It has got me thinking more broadly about the whole notion of travelling for work. I've been on planes, I've been trains, I've been in cars, during the last two weeks. At times the journeys have actually been fun, when trains have taken me through scenic landscapes. At other times, somewhat frustrating, being diverted to random airports in mid flight, when all I've wanted to do was get back home. Has it all been worth it? I think so. All the tweeting, emails and phone calls you can do, will never make up for a face to face meeting to present your work.

On a phone call, you'll never notice the sudden waning of interest from the audience as you mistakenly labour over a point which they find irrelevant. By contrast in real life, you can quickly shift focus to something your audience finds more interesting. Tweeting can be fraught with misunderstanding, in particular if you've never met in real life. True, it's easy to miscommunicate face to face, but there are so many more clues in body language versus 140 characters alone. As for emails, the more verbose they become, strangely the less meaning that can be deciphered from them, given the amount of emails we all have to deal with.

In real life, it also far easier for clients to tell you what they really think about what you present. Getting honest feedback is probably one of the most valuable things you can ever receive in your work. When you make mistakes, sometimes you'll only notice when other people point it out to you!
Yes, it can be tiring, it can be frustrating, it can be disorientating, but travelling for work really can be one of the best ways to get exposure for what your work and for learning about what you can improve. If you're organised you can pack as many meetings as you can on a trip, to get the most benefit for hopefully, the least amount of time spend on a journey. Travelling for hours on a plane, for just a single meeting, might not be the best use of your time, and might mean you have to make more return trips to meet other clients.

Social media and other forms of electronic communication are of course important and can help to reduce your travelling, but I do think they more compliment rather than replace meeting all clients in real life. Although, despite what I've written here, here's to hoping that the next time I travel it'll be for a holiday rather than for work!

Like my writing? Have a look at my book Trading Thalesians - What the ancient world can teach us about trading today is on Palgrave Macmillan. You can order the book on Amazon. Drop me a message if you're interested in me writing something for you or creating a systematic trading strategy for you! Please also come to our regular finance talks in London, New York, Budapest, Prague, Frankfurt, Zurich & San Francisco - join our Meetup.com group for more details here (Thalesians calendar below)

14 Oct - New York - Dan Pirjol - Can one price Eurodollar futures in Black-Derman-Toy? (Thalesians/IAQF)
21 Oct - London - Robert Carver - Lessons from systematic trading
25 Nov - London - Panel - Macro Markets Discussion
26 Nov - Zurich - Thomas Schmelzer - Portfolio Optimization, Regression and Conic Programming

Saturday 3 October 2015

Trading cookies

20:36 Posted by The Thalesians (@thalesians) No comments

I've spent nearly a week in the USA, mostly to present my research at various funds, public talks and also at the Fed. I have admittedly, spent a rather large amount of my spare time sampling the most calorific parts of American cuisine: burgers, cheesecakes and cookies (including the one pictured above, which I'd describe as more like a quasi-cake, than a cookie). It has got to the stage, where I suspect I won't be having another burger for a very long time (too much of good thing I suppose).

I suspect, not everyone will agree with my taste, when it comes to food. The thought of a burger dripping in cheese and fat, is likely to make some seem less than hungry. However, as someone said (no amount of Googling will likely reveal the original quotation), you'll never make friends over salad. I would conjecture though, there's a distinct possibility of making friends over a burger. It might seem a bit irrelevant, talking about food on this blog and the matter of taste when it comes to food, given this blog essentially purports to be about "finance".

However, bear with me! When you invest, what are your main motivations? Do you prefer higher risk strategies, which offer more reward, but potentially more reward. Do you like more quantitative trading strategies, or would you prefer to use more in way of discretion when you trade? The questions are indeed endless. Just as with food, where tastes are not shared by all, when it comes to these investing questions, often there will be no answer which is suitable for everyone. One person's favourite trading strategy, might be totally inappropriate for another person.

It's something I can often encounter when I'm presenting my research on various systematic trading strategies. Often it is based upon some sort of basic premise, whether that is some of sort intuition based on economics or general market behaviour etc. However, if you don't agree with the general rationale, then it's difficult to see how you can believe in a general strategy. More unusual trading strategies, which use novel sorts of data, can often face an uphill battle to face acceptance, for this reason. In a sense, your doubts need to be disproved.

Without having an underlying rationale (or if you have difficulty believing in one), it can be troublesome to discern between a random trading strategy and one you have developed. That's why whatever rationale you have needs to be fairly well thought. Experience, is probably one thing which helps most of all when attempting to understanding the rationale behind a trading strategy (or indeed the converse, that it has no rationale and shouldn't be used!)

I'll be in Paris 6-9 Oct at the WBS Fixed Income conference, where I'll be hosting a systematic trading workshop and at some of the events below.

Like my writing? Have a look at my book Trading Thalesians - What the ancient world can teach us about trading today is on Palgrave Macmillan. You can order the book on Amazon. Drop me a message if you're interested in me writing something for you or creating a systematic trading strategy for you! Please also come to our regular finance talks in London, New York, Budapest, Prague, Frankfurt, Zurich & San Francisco - join our Meetup.com group for more details here (Thalesians calendar below)

05 Oct - Boston - Saeed Amen - Trading Thalesians Book Talk / PyThalesians Python Interactive Demo (Boston Algorithmic Trading Meetup Group)
09 Oct - Budapest - Taylor Spears - On the Sociology of CVA
14 Oct - New York - Dan Pirjol - Can one price Eurodollar futures in Black-Derman-Toy? (Thalesians/IAQF)
21 Oct - London - Robert Carver - Lessons from systematic trading