Systematic Trading research and development, with a flavour of Trend Following
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Entries Tagged as 'distribution'

Trading Regimes as Strategy Filters

April 12th, 2010 · 5 Comments · Strategies

Non-stationarity of the markets… That old chestnut! Everything would be so much easier (boring?) if markets were not changing all the time…   Non-Stationarity, is defined as a quality of a process in which the statistical parameters (probability distributions) of the process change with time. One of the consequences is that it might not make […]

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Vince’s Leverage Space Model: better than MPT?

March 22nd, 2010 · 33 Comments · Backtest, Money Management

Ralph Vince‘s book Handbook of Portfolio Mathematics has been shamefully lying untouched on my desk for a few months… I started reading it but never finished it. I recently found a 30-page paper introducing the ideas and principles of his Leverage Space Model. I thought reading it might be a good way to get back […]

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Intricacies of Market and Trend Following Changes

March 10th, 2010 · 14 Comments · Strategies

In the last post we looked at the Turtle Trading system and saw that its performance went from outstanding for a long period of time to flat for 20 years. This opens a can of worms: Does Trend Following work, is it dead, do markets change, does trend following rules need to adapt to these […]

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Why Trend Following works: Autocorrelation?

February 24th, 2010 · 13 Comments · Data, Strategies, Trend Following

Is it important to understand why Trend Following works (ie what are the sources of its profitability)?   I believe yes. Because markets are non-stationary (changing all the time), their characteristics – including those at the root of Trend Following profits – are changing too.   Understanding these market characteristics is a first step towards […]

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Price Distributions and Trend Following

December 8th, 2009 · 8 Comments · Data, Forex, Trend Following

I posited in an earlier post that fat tails are one of the main reasons why trend following works. The underlying concept can be summarized as follows: trend following attempts to capture big price moves (a.k.a. trends). Since price distributions are leptokurtic (i.e. they exhibit fat-tails) long trends occur at abnormal frequency, providing greater sources […]

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Why Trend Following works: look at the Distribution

October 21st, 2009 · 7 Comments · Strategies, Trend Following

One of the most important underlying concepts that contribute to the success of Trend Following is the fact that the strategy is based on the non-normality of market returns. Let me explain. Trend followers position themselves to profit from and capture the “fat tails” exhibited in market returns distribution. In a fat-tail distribution (Power law, […]

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