Wednesday, 21 November 2012
Adoboli convicted...food for thought...
Tuesday, 15 November 2011
A Tale of Two Marios, Part Deux
Monday, 14 November 2011
A Tale of Two Marios
Friday, 28 October 2011
Soros strikes again...
Thoughts on the Eurozone situation...
Friday, 15 April 2011
The Traders' Training Programme
Recently I've been giving some thought to how I would design a training programme for front office professionals in financial markets (portfolio managers, traders, analysts, salespeople and the like). I thought back over my own mostly self-taught education in finance, and about what I considered to be the important concepts around which one can structure one's experience. This (below) is what I came up with. The major difference from the curriculum of a typical business school is the significant weighting given to philosophy, together with economic history and psychology (through behavioural economics). This is because, as a philosopher myself, I see awareness of philosophy as critical to success in any area where human psychology determines the rules, and where the actions of participants change the game through feedback effects. Some of the most important 'philosophers of finance', in my view, include Nassim Taleb, Benoit Mandelbrot, and George Soros (with his theory of reflexivity). Others whose views are extremely important from a wider, 'background' context include John von Neumann and Karl Popper. In fact, I would argue that without a proper philosophical understanding of financial markets, we cannot properly understand which economic and statistical interpretations can be applied to them (and for the dangers of relying upon incorrect statistical assumptions, look no further than the Nobel prize-winners at LTCM). In other words, our philosophy of markets is the foundation upon which the rest of our knowledge of finance rests. While the word 'philosophy' makes many people think of tedious debates over unsolvable problems, what I am really advocating can be expressed very simply, but it must be consciously expressed. For example, my own philosophy might be summarised as: "I believe that financial markets are theoretically intended to be an information discounting mechanism for future economic events. However, because financial markets are purely psychological constructs (i.e. there are no hard-and-fast 'laws', as in science), the relationship between economic reality and the market becomes distorted, and each influences the other in non-linear ways. The fact that markets are manifestations of mass psychology also means that they are areas in which we can expect large deviations from 'expected' values (Nassim Taleb's 'extremistan'), due to the presence of power laws rather than a normal or log-normal distributions, as in natural science."
The Programme:
Philosophy
- Epistemology
- Philosophy of Science
- Philosophy of Mathematics
- Logic and critical thinking - philosophical logic, mathematical logic/foundations of mathematics
Statistics
- Computational statistics
- Experiment design
- Statistical modelling
- Mathematical statistics, statistical theory, decision theory and probability
- Sampling and surveying
Economics
- Macroeconomics
- Microeconomics
- Financial economics
- Econometrics
- Neuroeconomics/behavioural economics/finance (incorporating psychology)
- Economic & financial history
- Game theory
Business
- Finance – investment analysis – technical and economic analysis
- Accounting – financial reporting
- Risk management
- Business ethics
Computer Science
- Excel etc
- CS logic - programming language semantics, trading system design – fuzzy logic, genetic algorithms, artificial neural networks
Tuesday, 15 December 2009
The nonsense of VaR
Tuesday, 17 November 2009
The bonus system and the financial crisis
Wednesday, 5 August 2009
The Yale model and why its still one of the best portfolio construction methods out there
If you invested $10,000 in the magic formula at the beginning of 2005, when the book came out, how much would you have 4-1/2 years later on May 31, 2009 with annual rebalancing? $10,275. That's worse than if you'd kept the whole sum in T-bills or a money market fund and virtually identical to the $10,268 you'd have investing a BENCHMARK EXAMPLE of 70% U.S. Stocks and 30% U.S. Treasuries.and from this draws the frankly hilarious conclusion that, "Running the results of the six-fund magic formula over longer periods doesn't help Swensen's case much." Well, 4 or 5 years is possibly medium-term, and definitely not long term. Run the portfolio over, say, 1966-1982, and see what happens to the benchmark example. In all seriousness, run the portfolio over at least 10 and preferably 20-40 years, and if you still get the same results, I might take it seriously. Of course, you won't get the same results, beacause what Yale and other endowments and institutions wisely learned from the 1970's was that it was disastrous not to have any inflation-hedges in a long-term portfolio. Most astute investors will be aware that bonds and stocks both act poorly in the face of inflation. The 1970's were just such a time. Rather worryingly, Mr. Pressman, states, "We’ve also just experienced a 30-year or so trend of declining long-term interest rates and inflation in the U.S. that gave a nice tailwind to certain assets. An asset mix constructed based on returns and volatility during that period might not work so well if the next 30 years see a very different interest rate backdrop.", implying, I think, that he believes an inflationary environment would make Swenson's portfolio even further underperform the 70/30 benchmark. As I hope I have made clear above, this statement simply doens't make any sense after a rational analysis of the US portfolio structure.
Finally, commenter 'Finn' [that's me!] makes reference to modern portfolio theory, the efficient frontier and the benefits of diversification. These are excellent theories but they're constructed on top of numerous simplifying assumptions about how the world works. I'd suggest taking a look at some of the more recent research about how MPT has failed of late.