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When cointegration fails....

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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Tuesday, June 27, 2017

One of the chapters in my forthcoming book, Quantitative Research and Trading, focuses on the theory and analytical techniques employed in statistical arbitrage strategies. Here we look at what happens when a pairs trade goes wrong and investigate why...


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14 comments on article "When cointegration fails...."

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 Costas Vorlow, Director of Quantitative Research at IMAR International Markets & Risk

 Wednesday, June 28, 2017



Low powered test. Often dodgy. Structural breaks affect critical values...


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 private private,

 Wednesday, June 28, 2017



What are you using here to present your plots and numbers? Matlab..R? Thanks.


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 Ludo Ludo, Ing info chez NA

 Wednesday, June 28, 2017



Nigel it's Mathematica software


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 Ludo Ludo, Ing info chez NA

 Wednesday, June 28, 2017



Jonathan when your book get out !?


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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Wednesday, June 28, 2017



It's Mathematica


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 georgi hristov, Finance & Investment Analyst; Registered Investment Adviser; Registered Stock Broker

 Thursday, June 29, 2017



Hi Jonathan, i'm very interested in this matter, аlthough I don't quite agree with you... Was you published something of this research-project in ResearchGate? I can't find you there. If no, will you be so kind to send me more information? Thx


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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Friday, June 30, 2017



Book is due out towards the end of the year


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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Friday, June 30, 2017



Disagreement is perfectly fine. But you should state your reasons and argument, as I have mine.


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 Dustin Fader, Analyst - Credit & Rates at CPP Investment Board

 Monday, July 3, 2017



Interesting read...I'm wondering, do you go on in your book to further explore other tests that you find more suitable for discovering pairs trading candidates, or just discussing the flaws in traditional methods?


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 Johan Kretz, Senior Investment Manager Advisor

 Monday, July 3, 2017



Interesting example Jonathan. I first came a cross the subject some 20 years ago when I read A. Banejee et al "Co-Integration, Error-Correction an the Econometric Analysis of Non-Stationary Data" (1993). However I'm quite surprised how little it is used by practitioners in asset management today.


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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Monday, July 3, 2017



Yes, the book will discuss a variety of techniques for pairs trading.


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 Satya shankar Mahapatra, Sr VP - Barclays- Risk & Analytics

 Monday, July 3, 2017



Good read


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 Beau Wolinsky, President and CEO of KC Capital Management and the Kansas City Stock Exchange

 Wednesday, July 5, 2017



You featured a positively correlated pair.. for Pairs trading to work there has to be a nearly perfect negative correlation or a fundamental reason for one to be there.


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 Jonathan Kinlay, Quantitative Research and Trading | Leading Expert in Quantitative Algorithmic Trading Strategies

 Wednesday, July 5, 2017



Typically you look for highly correlated pairs and create a portfolio in which you are long one stock and short the other.

You could also look for pairs that are highly negatively correlated and create a portfolio in which you are long (or short) both stocks.

Either way, the idea is to end up with a portfolio that has stable characteristics, i.e. which is stationary

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