Looking to set up automated trading of Larry Connors RSI 2 system

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  • #7691 quote
    Diarmad
    Participant
    New

    Hi there, I am a complete novice when it comes to ProRealtime and automated trading in general.  I have read very positive things about Larry Connors simple but effective RSI-2 Swing Trading System and I’d really love to give it a try.  I understand that somebody here tried his system but only in terms of Day Trading and really its the 4/5 day Swing trading system that appears to be most effective.

    Is there anybody here who could help me implement this?

    Kind regards

    Dermot

    #7731 quote
    Nicolas
    Keymaster
    Master

    Hi Diarmad,

    You are referring to this post : http://www.prorealcode.com/prorealtime-trading-strategies/rsi-2-strategy-larry-connors/

    The rules of this strategy are set for daily timeframe, so trade would last about some days. What are the rules you are talking about please?

    #7807 quote
    Diarmad
    Participant
    New

    Hi Nicolas,

    Some of the rules that make the system operate better are not included here.

    I’ll list these rules:

    1. The stock’s 100 day historical volatility is above 30.
    2. The stock’s 10 day Average Directional Index (ADX) is above 30.
    3. The stock has closed down for N-1 of the last N trading days for Longs (e.g. it has closed down 3 of the last 4 days) or the stock has closed up for N-1 of the last N trading days for Shorts (e.g. It has closed up 4 of the last 5 days)
    4. Today’s lowest price (for longs) is at least 3% below the previous day’s close.  The highest price (for shorts) is at least 3% above the previous day’s close.
    5. The 2 period RSI value is above 98 for shorts or below 2 for longs.  (this improves results significantly compared to the RSI used in the existing model).
    6. If the above rules are met buy the stock tomorrow at 4% below today’s close for Longs and sell the stock at 4% above today’s close for Shorts.
    7. Exit the trade when the stock shows closes with an RSI (2) value above 70 for Longs or and RSI (2) value below 30 for Shorts.  (This could be done manually as there are a few different options for exiting trades with Connors and it usually happens day 4 or 5 after the trade has been placed.

    How easy do you think it would be to add these rules to our existing model?

    Kind regards

    Dermot

    #7819 quote
    Nicolas
    Keymaster
    Master

    This should not be so difficult.

    Maybe I’ll have a look tomorrow. Please remind me if I forgot 🙂 Thanks.

    #7897 quote
    Diarmad
    Participant
    New

    Thank you Nicolas!

    #8232 quote
    Yannick
    Participant
    Veteran

    Hello

    Some rules are easy to code

    Please find rules

    with ADX[10]>30

    and Today’s lowest price (for longs) is at least 3% below the previous day’s close.  The highest price (for shorts) is at least 3% above the previous day’s close.

    Each time you add a rule/condition >less trades , fewer drawdown and the ratio Earning€/loss € increase

    Piece of backtest

    DEFPARAM CumulateOrders = False
    
    n = 2
    
    // Conditions pour ouvrir une position acheteuse
    myADX = ADX[10]
    MM200 = Average[200](close)
    
    MM5 = Average[5](close)
    
    RSI2 = RSI[2](close)
    
    c1 = close > MM200
    
    c2 = close < MM5
    
    c3 = RSI2 < 10
    c11 =low<close [1]+0.029*close[1]
    IF c1 AND c2 AND c3 and myADX>30 and c11 THEN
    //
    BUY n contracts AT MARKET
    
    ENDIF
    
    // Conditions pour fermer une position acheteuse
    
    c4 = close > MM5
    
    IF c4 THEN
    
    SELL  AT MARKET
    
    ENDIF
    
    // Conditions pour ouvrir une position en vente à découvert
    
    c1v = close < MM200
    
    c2v = close > MM5
    
    c3v = RSI2 < 90
    c21 =high >close [1]+0.029*close[1]
    IF c1v AND c2v AND c3v and myADX>30 and c21 THEN
    //
    SELLSHORT n contracts AT MARKET
    
    ENDIF
    
    // Conditions pour fermer une position en vente à découvert
    
    c4v = close < MM5
    
    IF c4v THEN
    
    EXITSHORT  AT MARKET
    
    ENDIF
    
    SET STOP %LOSS 2
    
    Nicolas thanked this post
    RSI-connors-optimisation.docx
    #8235 quote
    Nicolas
    Keymaster
    Master

    I started to work on this last evening, but have done something else instead, I were stuck there:

    //The stock's 100 day historical volatility is above 30.
    //The stock's 10 day Average Directional Index (ADX) is above 30.
    //The stock has closed down for N-1 of the last N trading days for Longs (e.g. it has closed down 3 of the last 4 days) or the stock has closed up for N-1 of the last N trading days for Shorts (e.g. It has closed up 4 of the last 5 days)
    //Today's lowest price (for longs) is at least 3% below the previous day's close.  The highest price (for shorts) is at least 3% above the previous day's close.
    //The 2 period RSI value is above 98 for shorts or below 2 for longs.  (this improves results significantly compared to the RSI used in the existing model).
    //If the above rules are met buy the stock tomorrow at 4% below today's close for Longs and sell the stock at 4% above today's close for Shorts.
    //Exit the trade when the stock shows closes with an RSI (2) value above 70 for Longs or and RSI (2) value below 30 for Shorts.  (This could be done manually as there are a few different options for exiting trades with Connors and it usually happens day 4 or 5 after the trade has been placed.
    
    //indis
    longN1 = 0
    shortN1 = 0
    histovolat = historicvolatility[100]>30
    adxx = adx[10]>30
    longvar = ((close[1]-low)/close[1])*100>=3
    //shotvar = ((high-close[1])/close[1])*100>=3
    rrsi = rsi[2](close)
    longrsi = rrsi>98
    //shortrsi = rrsi<2
    
    //N-1 fetch lookback
    N = 5 //nb of days to look for a N-1 condition
    for i = 0 to N do
    if close[i]<open[i] then
    shortN1=shortN1+1
    else
    longN1=longN1+1
    endif
    next
    
    if histovolat and adxx and longvar and longrsi and longN1=N-1 then
    BUY 1 SHARE AT MARKET //close*0.96 LIMIT
    endif
    
    if rrsi>70 then
    SELL AT MARKET
    endif

    No trade were initiated, so I gave up at that time. This strategy seems very interesting. We should certainly build something relevant all together next week 🙂

    #8252 quote
    Yannick
    Participant
    Veteran

    Hi Diarmad

    For my information, where do your extra parameters come from?

    your experience or from an other source?

    #8272 quote
    Yannick
    Participant
    Veteran
    #8336 quote
    Diarmad
    Participant
    New

    Yannick and Nicolas,

    Apologies, I was away for a few days and only saw your messages now.  I’d love to see how this progresses and how it performs in backtests.

    Yannick, the further parameters come from Larry Connors book “The 2 period RSI Pullback Trading Strategy” .  You can get it on Amazon.

    #8453 quote
    Diarmad
    Participant
    New

    Nicolas,

    Are you saying that all these parameters actually prevent any trades being initiated?  Do you know which parameter creates the largest obstacle?

    It does seem quite difficult to find stocks that meets all these criteria.  Connors mostly does it on with S & P stocks but his system is supposed to work well in many markets.

    Kind regards

    Dermot

    #8518 quote
    Yannick
    Participant
    Veteran

    Hello

    According to backtest, this strategy (code in my previous message) is winning on all stock index (US, Europe, Asia ),oil, natural gas but doesn’t on gold and bund.

    For historicvolatility, I don’t find if the returned value is within 0-100% range or 0-1 range. 

    #8523 quote
    Nicolas
    Keymaster
    Master

    Yes “historicvolatility” is bounded between 0-1 range, sorry for this mistake.

    Yesterday I did some tests and found very hard to meet all these criterias at the same time. I think Yannick’s code is more relevant.

    #8553 quote
    Diarmad
    Participant
    New

    great work Yannick.  What sort of returns was it generating?  I have heard as high is 11% per month!

    Apologies if my question seems basic – but I am a complete newbie to automated trading

    #8845 quote
    Yannick
    Participant
    Veteran

    Hello

    Please have a look on the backtest that I provided

    It is more +3% a year /index  . But you can run the algorithm on different contracts , if they are not too much correlated ex Eurostoxx, DAX, CAC40 or DowJones/SP500…

     

    I don’t see further optimisation, maybe some can help us?

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Looking to set up automated trading of Larry Connors RSI 2 system


ProOrder: Automated Strategies & Backtesting

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Diarmad @diarmad Participant
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This topic contains 16 replies,
has 5 voices, and was last updated by Gianluca
8 years, 2 months ago.

Topic Details
Forum: ProOrder: Automated Strategies & Backtesting
Language: English
Started: 05/22/2016
Status: Active
Attachments: 1 files
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