An example of diversification effect on a portfolio of 1hr strategies

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  • #47922 quote
    Francesco78
    Participant
    Master

    Dear all, I thought would have been nice and useful to show some results that I obtained by building a portfolio of strategies on several underlying. On the first chart you can see individual equity lines corresponding to different strategy class (trend following, breakout, mean reverting, candle pattern). In the second chart instead you can see the combined equity line. The idea is to show how powerful is the effect of diversification and how important it is in my opinion to have many imperfect but accetable strategies rather than a few which you might think are “perfect”. In this way you achieve 2 results: 1) reductions of drawdown/much better sharpe ratio 2) reduction of overfitting risk.

    Every constructive criticism will be very much welcome. Enjoy the rest of the weekend PS: the strategies are live since mid July.
    Despair, Henrik, reb and 11 others thanked this post
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    #47928 quote
    reb
    Participant
    Master
    Hi Francesco Really impressive. As you mention, diversification is the key to reduce risks : different uncorrelate underlyings  and strat which work in a different configuration from the others
    Francesco78 thanked this post
    #47952 quote
    manel
    Participant
    Veteran
    Thanks for your post Francesco. I think it’s a very important point to make and one that more inexperienced members will find very useful. There is no perfect strategy to be found but rather the aim should be to build a portfolio of strategies that suit each user here. This will help mitigate bad periods in some with better performances in others – thereby reducing overall drawdown and more importantly overall volatility of returns. As mentioned above choosing uncorrelated strategies is also key, as it might be easy to think just because you have 10 strategies running that you are diversified but if they are all in one sector (eg equity indices) and based on one narrow theme (eg swing or pathfinder etc – nothing against these strategies btw just an eg) then because of their relatively high correlation you are less diversified than you realise.
    Francesco78 thanked this post
    #66885 quote
    CKW
    Participant
    Veteran
    Hi Francesco78, I have a question regarding your diversification portfolio. I am using PRT by IG, indexes are usually required much higher margin compared to forex (I am not sure for non- IG user). In this case, do you mix them under single portfolio ? The problem i have is whenever losing trade occur on indexes, it need takes a lot of mini wining trade to fill to loses. How do you balance them? (Of course, I prefer not to increase contract in forex as that will be too much for me) thanks for your advice. Br
    #66894 quote
    CKW
    Participant
    Veteran
    Hi Francesco78, Another question. I noticed most of your strategy Gain/Loss ratio are usually between 1-2 only (not fancy result like > 3 above) but it seems still progressing well. In your opnion, what’s minimum perf “must” have for a qualified strategy ? Br
    #66914 quote
    Francesco78
    Participant
    Master
    @CKW I am not sure how to reply to your question, it all depends on the shape of the equity curve, I usually have perf between 1 and 2 and percentage of trade profitable between 40 and 70.
    #66969 quote
    CKW
    Participant
    Veteran
    Hi Francesco78, Thanks for reply. For my first question in short, you have the same size for index and forex in your portfolio ? Br
    #66975 quote
    raphaelopilski
    Participant
    Senior
    Great job!!!! Now, it would be nice to give us all the strategies here 😉
    #176242 quote
    phanz
    Participant
    Average
    Hi Francesco, There are:
    • Diversification between asset classes
    • Diversification within the same asset class
    • Diversification across timeframes
    • Diversification across different strategies
    What is your thought process when deciding what to diversify?  What kind of study did you make in advance, eg test for correlation etc etc?
    #176247 quote
    Francesco78
    Participant
    Master
    Hi, thank you for your question, I am not very often in this forum anymore, please if you like, connect with me on linkedin where I post my research. Thanks!
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An example of diversification effect on a portfolio of 1hr strategies


ProOrder: Automated Strategies & Backtesting

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This topic contains 9 replies,
has 2 voices, and was last updated by Francesco78
4 years, 6 months ago.

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Forum: ProOrder: Automated Strategies & Backtesting
Language: English
Started: 10/01/2017
Status: Active
Attachments: 1 files
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