Quote from BillySimas:
No. If you are following a system, scaling out will not increase your overall profit. This has been discussed at length here, I urge you to read the rest of this thread and the link to the other one about scaling out. If you don't agree, please post an example with specific numbers using any target/stop parameters you want. This will help you learn why it is inferior.
Most of the discussion on that thread does not factor in variance. Back testing is done in a controlled environment as the historical data never changes so any system developed is subject to curve fitting. Curve fitted system will usually work best using an all in/out method vs scaling. However this does not reflect what will work best forward testing due to anticipated market variance.
Let me give an example.
Trend following system xyz uses a simple strength indicator to trigger entries and exits. The strength indicator value range is 0 to 10. This system gets the best results entering the market at value 8 and exiting at value 3 for a back test of 5 years. However, entering at value 8.5 and exiting at 3.5 works best for year one and entering at value 7 and exiting at value 4 works best for year 2 and so on with each year doing better with a different value set. While it is easy to determine what values worked best in the past, it is unknown what values will work best going forward. However the back testing shows a range of values that generally worked well during back testing and it is anticipated those values will generally work well during forward testing.
Lets look at two ways to trade the system.
All in/out
Go all in when the indicator hits 8 and all out when the indicator hits 3. (historically the best performance)
Scale in and out.
Scale in the market during ranges 7-8.5 and scale out at ranges 4-3. (historically not as good as first method but very close)
Once again, due to the variance of the markets, it is unknown which method will do best forward testing. However with a little help from LLN (law of large numbers) among other things, using the scaling method has a better chance of replicating past performance than an all in/out method.
I'm not saying that all in/out is inferior to scaling, only that all in/out is not always the best method and there are good reasons to use scaling.
Edit. I didn't expand on why scaling can (but not always) produce bigger profit. Without going into detail, scaling can increase the winning percentage of the position taken. This may be at the cost overall profit for the individual trade, however consistent winnings compound faster and potentially provide a greater overall profit. Compounding returns can add up fast with frequency and consistency winnings. Scaling can effectively make better use of compounding due to the increase in consistency provided by the LLN advantage that scaling provides.