Australian (ASX) Stock Market Forum

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Monte Carlo simulation does not model serial correlations. This means the numbers coming out in each draw are random; there is no way to control what comes out in the next draw based on what was just drawn.  But the market is serially correlated – especially if you are playing it based on momentum. What happens today does influence tomorrow – and what happens to one influences others – we know this instinctively as bull and bear markets.


Using Monte Carlo which infers true randomness (ie coin toss randomness) on a serially correlated data set will underestimate the possible range.


Sure we have been through this – that's right, I don’t understand because I know FA.  


The questions I would be asking myself - Has the system got an edge or will it only work in a raging bull market when everything 'long momentum' does? Is the position sizing correct to see me through to the next bull market? or am I relying on a Monte Carlo simulation of drawdown that may be understated because MC doesn't take into account serial correlation? Am I using a market trend filter - Is that the primary importance and individual stock selection secondary to my expectancy?


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