Data-Driven Patterns forSuccessful Angel InvestingSim Simeonovsim@fastignite.com@simeons
Founding. Funding.Growing. Startups.
Have fun  & make   $$$
58 % IRR
Cash-on-Cash  3.2x
66% lose money
45% total loss
What determines investment success?
quality deal flow  picking winners winning the dealmarket environment
Can you pick winners?
If you can have asymmetric information   most of the time, ignore the advice here
quality deal flow  picking winners winning the dealmarket environment
investment optionalitydollar cost averaging
be a player investment optionality  dollar cost averagingplay a lot
Angel Investment Returns AnalysisIngredients          Instructions• Kaufmann angel     1. Clean data  return data set     ...
Two things you don’twant to see made:sausage & econometrics
The end result, however…
100%80%                                         >10x60%                                      5-10x                        ...
Monte Carlo results
100%                                                        Portfolio                   75%                               ...
Why do a few angels get the lion’s share of returns?
Lucky?   Smart?
Portfolio SizeP(return > X), %                   15%             200%                                          5    10    ...
Answer: most likely luck
100%                                                   Portfolio                             200%                         ...
Does the lean startup movement   benefit angel investors?
P(failure) reduced from 60% to 50%125%100% 75% 50% 25%  0%         5               10                      20             ...
Answer: yes but very active angels  get disproportionate benefits
What’s the effect of big bets?
50x vs. 1000x returns cap80%60%40%20% 0%       5              10                     20                             25    ...
20%                   50x cap, 55% fail                         vs.10%                  1000x cap, 60% fail 0%       5    ...
Answer: big bets make the most  sense for very active angels
Be an active angel.Benefit from: - portfolio effects - lean startup ecosystem - making big bets
Be a selective angel.Focus on: - information asymmetry - low-failure opportunities - price
Econometrician seeksangel investor data for    discrete long-term relationship and intense  anything-goes analysis.Must be...
Patterns of Successful Angel Investing by Simeon Simeonov
Patterns of Successful Angel Investing by Simeon Simeonov
Patterns of Successful Angel Investing by Simeon Simeonov
Patterns of Successful Angel Investing by Simeon Simeonov
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Patterns of Successful Angel Investing by Simeon Simeonov

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Sim Simeonov's presentation from Angel Bootcamp 2011 teaches lessons for successful angel investing based on statistical analysis of thousands of angel investments over a twenty year period. For more info, see http://sim.vc/angels

Veröffentlicht in: Wirtschaft & Finanzen

Patterns of Successful Angel Investing by Simeon Simeonov

  1. Data-Driven Patterns forSuccessful Angel InvestingSim Simeonovsim@fastignite.com@simeons
  2. Founding. Funding.Growing. Startups.
  3. Have fun & make $$$
  4. 58 % IRR
  5. Cash-on-Cash 3.2x
  6. 66% lose money
  7. 45% total loss
  8. What determines investment success?
  9. quality deal flow picking winners winning the dealmarket environment
  10. Can you pick winners?
  11. If you can have asymmetric information most of the time, ignore the advice here
  12. quality deal flow picking winners winning the dealmarket environment
  13. investment optionalitydollar cost averaging
  14. be a player investment optionality dollar cost averagingplay a lot
  15. Angel Investment Returns AnalysisIngredients Instructions• Kaufmann angel 1. Clean data return data set 2. Analyze data set• Additional data 3. Reverse-engineer from angels returns probabilityTools distribution• Big data kitchen 4. Do Monte Carlo 5. Adjust & repeat #4 for all interesting questions
  16. Two things you don’twant to see made:sausage & econometrics
  17. The end result, however…
  18. 100%80% >10x60% 5-10x 3-5x40% 2-3x 1-2x20% <1x 0% % of % of % of % of Angels deals $inv $return
  19. Monte Carlo results
  20. 100% Portfolio 75% Size Size PortfolioP(return > X), % 5 10 25 50% 50 100 25% 0% 0x 2x 4x 6x 8x 10x Cash-on-Cash Return
  21. Why do a few angels get the lion’s share of returns?
  22. Lucky? Smart?
  23. Portfolio SizeP(return > X), % 15% 200% 5 10 25 50 100 Portfolio Size 10% 5% 0% 5x 6x 7x 8x 9x 10x Cash-on-Cash Return
  24. Answer: most likely luck
  25. 100% Portfolio 200% Size Size PortfolioP(return>X), % 75% 5 10 25 50 50% 100 25% 0x 1x 2x 3x 4x Cash-on-Cash Return
  26. Does the lean startup movement benefit angel investors?
  27. P(failure) reduced from 60% to 50%125%100% 75% 50% 25% 0% 5 10 20 25 50 100 DiffP(x > 1) DiffP(x > 2) DiffP(x > 3)
  28. Answer: yes but very active angels get disproportionate benefits
  29. What’s the effect of big bets?
  30. 50x vs. 1000x returns cap80%60%40%20% 0% 5 10 20 25 50 100 DiffP(x > 1) DiffP(x > 2) DiffP(x > 3)
  31. 20% 50x cap, 55% fail vs.10% 1000x cap, 60% fail 0% 5 10 20 25 50 100-10%-20% DiffP(x > 1) DiffP(x > 2) DiffP(x > 3)
  32. Answer: big bets make the most sense for very active angels
  33. Be an active angel.Benefit from: - portfolio effects - lean startup ecosystem - making big bets
  34. Be a selective angel.Focus on: - information asymmetry - low-failure opportunities - price
  35. Econometrician seeksangel investor data for discrete long-term relationship and intense anything-goes analysis.Must be clean and BS-free. http://sim.vc/angels

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