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Luck and Skill Untangled: The Science of Success


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Luck and Skill Untangled: The Science of Success

  #11 (permalink)
 grausch 
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xplorer View Post
I had a trade on the other day - Prior to entering this trade I had hesitated at a lower and much better entry point. Hesitation (or you could say eliminating it) is a skill to hone I believe. When then the market broke out of the range it had been in for the past 4 hours I decided to enter the trade but then exited at a small loss. A couple of minutes after I exited the trade news that China suspended the stock circuit breaker policy (which was triggered a 2nd time overnight) broke and caused the price to shoot up.

So I entered the trade late because of skill, or lack thereof, but had I stayed in the trade a bit longer I would have been lucky thanks to China.

Just an example to say I think you can - on certain trades - clearly define where skill ends and luck begins. Perhaps not all of them.

Really interesting way of looking at it - I never thought about it this way before. I was not sure whether to agree or disagree until I completed the next sentence. Perhaps waiting for the breakout is a skill (patience), perhaps exiting only after clearly being proven wrong is a skill (giving a trade enough room), or perhaps taking profits only after a a sufficiently large move is a skill (letting profits run). Perhaps the element of luck could be assigned to the actual outcome of the trade rather than the process. However, there is no correct answer to this - we can merely have our own views.


xplorer View Post
As for the sample size, I'd tend to go with what some people (even from this forum) suggest, i.e. somewhere between 20-30 trades per setup. That should give a reasonable indication.

https://www.researchgate.net/post/What_is_the_rationale_behind_the_magic_number_30_in_statistics

The first answer is quite good and I have not looked at any of the others. When I did my stats course, the optimum sample size was determined at 30. Seems like that no longer is the common view. However, when using statistics, your population needs to conform to certain criteria. For instance, it is quite easy to get an answer when trying to determine the average wealth of people in a certain suburb, but it is quite difficult to determine whether saturated fats cause cholesterol. In the first instance, the test is quite simple whereas in the second a large number of variables will influence the result. For instance, do people drink red wine, do they exercise, are they obese, etc.? In such a case even a sample size of 1,000 or even 10,000 may not provide sufficient confidence. Just look at how views have changed on this topic in the last 20 years.

Are you certain that your setup can be limited to a simple parameter, or are there multiple parameters to consider? Just remember that statistics provided a way to handle large amounts of data in an efficient manner. Nowadays with computers you can run back-tests over decades of data, test out-of-sample, perform Monte Carlo analysis, etc. Unfortunately, no matter what you do, you are not guaranteed that the setup will work going forward. Perhaps this is why Ed Seykota calls it mathturbation.


xplorer View Post
As for the having all of the relevant information and assumptions to draw the correct conclusion, I remember a quote from a guy saying that the vast majority of people would be able to draw the right conclusion about anything, with sufficient amount of time and information available to them. The skill - he concluded - resides in making a decision in a timely manner with the limited information you have at the time. It sounds like something that could be applied to trading as well.

https://en.wikipedia.org/wiki/There_are_known_knowns

While the article is called "There are known knowns", I refer to the "unknown unknowns". Firstly, how do we know that we have all the data? I refer to the previous belief that all swans are white. Secondly, reading "Fooled by Randomness", I was struck just how medical professionals got survival rates wrong and it seems like these are not the only statistics that they get wrong. Therefore I do not agree with the view that we will make the correct decision even if we have all of the time and relevant data.

Regarding decision-making here is a link to heuristics - https://en.wikipedia.org/wiki/Heuristic

I do however agree with the skill in making a decision in a timely manner with limited information comment. I have observed that most successful traders operate using certain rules, i.e. heuristics, but they also incorporate feedback from their most recent results into their trading. An example would be where I trade breakouts, but only 1 of the last 5 worked. In such a case, I will definitely be trading smaller size and observing current trades to see whether I should scale down further or scale back up.

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  #12 (permalink)
 
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 xplorer 
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grausch View Post
Are you certain that your setup can be limited to a simple parameter, or are there multiple parameters to consider?

No, I am not certain, of course. I just thought that the 20-30 number sounded like a 'common sense', sufficient set of trades that, if executed in generally the same scenario, with generally the same execution, could give you a sense as to whether they are working or not, as a whole. But of course each trade is unique because of the different participants in the market each time.


grausch View Post
While the article is called "There are known knowns", I refer to the "unknown unknowns". Firstly, how do we know that we have all the data? I refer to the previous belief that all swans are white. Secondly, reading "Fooled by Randomness", I was struck just how medical professionals got survival rates wrong and it seems like these are not the only statistics that they get wrong. Therefore I do not agree with the view that we will make the correct decision even if we have all of the time and relevant data.

Regarding decision-making here is a link to heuristics - https://en.wikipedia.org/wiki/Heuristic

I do however agree with the skill in making a decision in a timely manner with limited information comment. I have observed that most successful traders operate using certain rules, i.e. heuristics, but they also incorporate feedback from their most recent results into their trading. An example would be where I trade breakouts, but only 1 of the last 5 worked. In such a case, I will definitely be trading smaller size and observing current trades to see whether I should scale down further or scale back up.

It sounds like we actually agree. The 'making right decisions with all the info' is I suspect a 'provocation' by the author to lead the audience into the concept that the real skill is making decisions with a limited amount of information in a limited amount of time. I suspect what he meant was that even in the event of 'unknowns', given sufficient time they would become 'knowns' but, again, I think he was merely trying to make a point.

As a side note, I love heuristics, I think you are right that trading should incorporate a mix of heuristics and feedback from recent results provided (as Mark Douglas put it) that my objective observation of the market as well as of those results is unimpaired.

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Last Updated on January 12, 2016


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