SlideShare uma empresa Scribd logo
1 de 11
Ernest Chan, Ph.D.
QTS Capital Management, LLC.




                                 1
B.Sc. (Physics, U of T)
   Ph.D. (Physics, Cornell)
        IBM Research (Statistical pattern recognition, NY, 1994)
                 Morgan Stanley (Data mining, NY, 1997)
                        Cumulative Profits = N/A
Credit Suisse (Stat Arb, NY, 1998)
  Mapleridge Capital (Futures, Toronto, 2002)
       Millennium Partners (Stat Arb, NY, 2003)
                Maple Securities (Stat Arb, NJ, 2003)
                         Cumulative Profits < -$2MM
E.P. Chan & Associates (Everything, Toronto, 2006)
  EXP Capital Management (Everything, Toronto/Chicago, 2008)
     QTS Capital Management (Forex, Niagara-on-the-Lake, 2011)
                          Cumulative Profits > $2MM

                                                                   2
   Quantitative Trading blog
    epchan.blogspot.com, 2006).
   “Quantitative Trading” book published by
    John Wiley & Sons, 2008.
   Ongoing workshops in London, Hong Kong,
    Singapore.




                                               3
“10,000 hours of practice is required to achieve
the level of mastery associated with being a
world-class expert” – Malcolm Gladwell

1998-2007: after about 10,000 hours of
trading research and practice, I finally reached
consistent profitability!




                                                   4
   Learn from others:
    ◦   Blogs, books, papers, magazines, online forums
    ◦   Partners, clients (!), spouse (!)
    ◦   Readers (!)
    ◦   Workshop participants (!)
   Emotional detachment from daily profits.
   Look for fundamental principles of financial
    markets
    ◦ E.g. mean-reversion and cointegration, seasonality
      at different time scales, Kelly formula, linearity, etc.



                                                                 5
   Most importantly:
    “Make things as simple as possible, but not simpler”
                                -Albert Einstein




                                                           6
   Ideas generation
    ◦ Mainly from the aforementioned sources!
    ◦ The easiest part!
   Backtesting
    ◦ Choose a suitable platform for yourself.
    ◦ Be aware of numerous pitfalls such as data
      snooping bias, look-ahead bias, survivorship bias,
      noisy/erroneous data, etc.
   Paper trading
    ◦ Which platform allows you to fully automate?



                                                           7
   Live Trading
    ◦ Always starts small.
    ◦ Position sizing, capital allocation, and risk
      management using Kelly formula.
    ◦ Beware of execution costs.
   Continuous improvement and refinement of
    strategy.
    ◦ Improvement in strategy and/or execution
      technology.
    ◦ Can have dramatic impact on returns and Sharpe
      ratio!


                                                       8
   Your own savings should be the seed capital.
    ◦ No pain no gain!
   Friends and family?
    ◦ Would be better if they are familiar with trading.
   Proprietary trading firms
    ◦   May impose too many restrictions.
    ◦   May not allow full automation.
    ◦   May be a good source of start-up capital.
    ◦   Profit share goes from 10%-100%.




                                                           9
   Starting your own fund.
    ◦ Aforementioned PR is very helpful.
    ◦ Investors always approach me, never the other way
      around.
    ◦ Finding a good lawyer is important.




                                                          10
   Through email: ernest@epchan.com
   Through my blog: epchan.blogspot.com
   Through my website: www.epchan.com




                                           11

Mais conteúdo relacionado

Destaque

Destaque (8)

Hostile takeover defenses
Hostile takeover defensesHostile takeover defenses
Hostile takeover defenses
 
Factors affecting individual investment behavior
Factors affecting individual investment behaviorFactors affecting individual investment behavior
Factors affecting individual investment behavior
 
Making Investment Decisions (introduction)
Making Investment Decisions (introduction)Making Investment Decisions (introduction)
Making Investment Decisions (introduction)
 
Underwriting
Underwriting Underwriting
Underwriting
 
Chapter 7: The Investment Decision
Chapter 7: The Investment DecisionChapter 7: The Investment Decision
Chapter 7: The Investment Decision
 
Investment decision
Investment decisionInvestment decision
Investment decision
 
Understanding Arbitrage
Understanding ArbitrageUnderstanding Arbitrage
Understanding Arbitrage
 
SlideShare 101
SlideShare 101SlideShare 101
SlideShare 101
 

Último

VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
dipikadinghjn ( Why You Choose Us? ) Escorts
 
Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432
motiram463
 
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
dipikadinghjn ( Why You Choose Us? ) Escorts
 
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
dipikadinghjn ( Why You Choose Us? ) Escorts
 
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
dipikadinghjn ( Why You Choose Us? ) Escorts
 
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
dipikadinghjn ( Why You Choose Us? ) Escorts
 
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
dipikadinghjn ( Why You Choose Us? ) Escorts
 

Último (20)

VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
VIP Independent Call Girls in Mumbai 🌹 9920725232 ( Call Me ) Mumbai Escorts ...
 
Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432Best VIP Call Girls Morni Hills Just Click Me 6367492432
Best VIP Call Girls Morni Hills Just Click Me 6367492432
 
falcon-invoice-discounting-unlocking-prime-investment-opportunities
falcon-invoice-discounting-unlocking-prime-investment-opportunitiesfalcon-invoice-discounting-unlocking-prime-investment-opportunities
falcon-invoice-discounting-unlocking-prime-investment-opportunities
 
Pension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdfPension dashboards forum 1 May 2024 (1).pdf
Pension dashboards forum 1 May 2024 (1).pdf
 
Webinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech BelgiumWebinar on E-Invoicing for Fintech Belgium
Webinar on E-Invoicing for Fintech Belgium
 
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
VIP Independent Call Girls in Bandra West 🌹 9920725232 ( Call Me ) Mumbai Esc...
 
(INDIRA) Call Girl Mumbai Call Now 8250077686 Mumbai Escorts 24x7
(INDIRA) Call Girl Mumbai Call Now 8250077686 Mumbai Escorts 24x7(INDIRA) Call Girl Mumbai Call Now 8250077686 Mumbai Escorts 24x7
(INDIRA) Call Girl Mumbai Call Now 8250077686 Mumbai Escorts 24x7
 
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
8377087607, Door Step Call Girls In Kalkaji (Locanto) 24/7 Available
 
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
VIP Call Girl in Mira Road 💧 9920725232 ( Call Me ) Get A New Crush Everyday ...
 
7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options7 tips trading Deriv Accumulator Options
7 tips trading Deriv Accumulator Options
 
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Sant Nagar (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
 
Kharghar Blowjob Housewife Call Girls NUmber-9833754194-CBD Belapur Internati...
Kharghar Blowjob Housewife Call Girls NUmber-9833754194-CBD Belapur Internati...Kharghar Blowjob Housewife Call Girls NUmber-9833754194-CBD Belapur Internati...
Kharghar Blowjob Housewife Call Girls NUmber-9833754194-CBD Belapur Internati...
 
Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024Lion One Corporate Presentation May 2024
Lion One Corporate Presentation May 2024
 
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
VIP Call Girl in Mumbai 💧 9920725232 ( Call Me ) Get A New Crush Everyday Wit...
 
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
( Jasmin ) Top VIP Escorts Service Dindigul 💧 7737669865 💧 by Dindigul Call G...
 
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Koregaon Park Call Me 7737669865 Budget Friendly No Advance Booking
 
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
VIP Independent Call Girls in Mira Bhayandar 🌹 9920725232 ( Call Me ) Mumbai ...
 
Vasai-Virar Fantastic Call Girls-9833754194-Call Girls MUmbai
Vasai-Virar Fantastic Call Girls-9833754194-Call Girls MUmbaiVasai-Virar Fantastic Call Girls-9833754194-Call Girls MUmbai
Vasai-Virar Fantastic Call Girls-9833754194-Call Girls MUmbai
 
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 9352852248 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 9352852248 Cal...Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 9352852248 Cal...
Call Girls Service Pune ₹7.5k Pick Up & Drop With Cash Payment 9352852248 Cal...
 
Vasai-Virar High Profile Model Call Girls📞9833754194-Nalasopara Satisfy Call ...
Vasai-Virar High Profile Model Call Girls📞9833754194-Nalasopara Satisfy Call ...Vasai-Virar High Profile Model Call Girls📞9833754194-Nalasopara Satisfy Call ...
Vasai-Virar High Profile Model Call Girls📞9833754194-Nalasopara Satisfy Call ...
 

How to start a hedge fund quant trading business by Ernie Chan

  • 1. Ernest Chan, Ph.D. QTS Capital Management, LLC. 1
  • 2. B.Sc. (Physics, U of T) Ph.D. (Physics, Cornell) IBM Research (Statistical pattern recognition, NY, 1994) Morgan Stanley (Data mining, NY, 1997) Cumulative Profits = N/A Credit Suisse (Stat Arb, NY, 1998) Mapleridge Capital (Futures, Toronto, 2002) Millennium Partners (Stat Arb, NY, 2003) Maple Securities (Stat Arb, NJ, 2003) Cumulative Profits < -$2MM E.P. Chan & Associates (Everything, Toronto, 2006) EXP Capital Management (Everything, Toronto/Chicago, 2008) QTS Capital Management (Forex, Niagara-on-the-Lake, 2011) Cumulative Profits > $2MM 2
  • 3. Quantitative Trading blog epchan.blogspot.com, 2006).  “Quantitative Trading” book published by John Wiley & Sons, 2008.  Ongoing workshops in London, Hong Kong, Singapore. 3
  • 4. “10,000 hours of practice is required to achieve the level of mastery associated with being a world-class expert” – Malcolm Gladwell 1998-2007: after about 10,000 hours of trading research and practice, I finally reached consistent profitability! 4
  • 5. Learn from others: ◦ Blogs, books, papers, magazines, online forums ◦ Partners, clients (!), spouse (!) ◦ Readers (!) ◦ Workshop participants (!)  Emotional detachment from daily profits.  Look for fundamental principles of financial markets ◦ E.g. mean-reversion and cointegration, seasonality at different time scales, Kelly formula, linearity, etc. 5
  • 6. Most importantly: “Make things as simple as possible, but not simpler” -Albert Einstein 6
  • 7. Ideas generation ◦ Mainly from the aforementioned sources! ◦ The easiest part!  Backtesting ◦ Choose a suitable platform for yourself. ◦ Be aware of numerous pitfalls such as data snooping bias, look-ahead bias, survivorship bias, noisy/erroneous data, etc.  Paper trading ◦ Which platform allows you to fully automate? 7
  • 8. Live Trading ◦ Always starts small. ◦ Position sizing, capital allocation, and risk management using Kelly formula. ◦ Beware of execution costs.  Continuous improvement and refinement of strategy. ◦ Improvement in strategy and/or execution technology. ◦ Can have dramatic impact on returns and Sharpe ratio! 8
  • 9. Your own savings should be the seed capital. ◦ No pain no gain!  Friends and family? ◦ Would be better if they are familiar with trading.  Proprietary trading firms ◦ May impose too many restrictions. ◦ May not allow full automation. ◦ May be a good source of start-up capital. ◦ Profit share goes from 10%-100%. 9
  • 10. Starting your own fund. ◦ Aforementioned PR is very helpful. ◦ Investors always approach me, never the other way around. ◦ Finding a good lawyer is important. 10
  • 11. Through email: ernest@epchan.com  Through my blog: epchan.blogspot.com  Through my website: www.epchan.com 11

Notas do Editor

  1. Could you please raise your hand if you are already a reader of my book or my blog?