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Tuesday, November 19, 2024

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short term mean reverting algorithm

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 Adel Humayun, Fixed Income Trader at Daiwa Capital Markets Europe Ltd

 Sunday, October 12, 2014

Hey guys. I was wondering if anyone has had experience in short term mean reverting algorithms?


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6 comments on article "short term mean reverting algorithm"

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 Chang Min (Leo) Chu, Quantitative Research Analyst at Antilles Capital LLC

 Monday, October 20, 2014



Fuad: May I have your email to add you? I not sure if I have successfully added you. Second time I tried to add you, they ask for email address.

Thank you Fuad


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 Gaurav Singh, HFT Consultant at alphaticks.com (looking for full-time)

 Sunday, October 26, 2014



Hi Adel, I believe you are talking about two instruments having long term equilibriums with short term deviations. You might want to have a look at this: http://www.alphaticks.com/blog/archives/117 .


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 Mark Brown mark@markbrown.com, Global Quantitative Financial Research, International Institutional Trading, Algorithmic Modeling.

 Friday, October 31, 2014



mean reverting algo's really should be used on markets that lend themselves to that type of trading. first you need to validate that the markets your wanting to trade in fact reversion prone. do you have any good way to determine this first to qualify a market?

m


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 Chang Min (Leo) Chu, Quantitative Research Analyst at Antilles Capital LLC

 Friday, October 31, 2014



Mark is right. You can always test the time series is mean reverting or trending. Mostly likely the result will not indicate strong mean reversion. However, you can always fit Bollinger and RSI to the time series and see Sharpe Ratio. If still cant work, most likely you can skip these strategies and move to others.


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 Gaurav Singh, HFT Consultant at alphaticks.com (looking for full-time)

 Tuesday, November 4, 2014



Hi Mark,

There are several statistical time series tests that can tell you that a certain time series (over a given time frame) is mean reverting in nature. For example pacf (auto-correlation functions test), cointegration tests. Often a negative correlation with another instrument B is a good indicator as to how long would it take for instrument A to mean revert.


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 Noah Walsh, Construction Director.

 Saturday, December 27, 2014



I would have though it to be beneficial for mean reverting algos to be be turned off for all significant economic calendar releases? After all, a big extended trendy breakout on news releases is exactly what these algos do not like, ??

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