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Stats About Startup Success

18 points| fosk | 14 years ago |onstartups.com | reply

7 comments

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[+] glimcat|14 years ago|reply
"First-time entrepreneurs only have an 18% chance of succeeding. Interestingly, those have previously failed have a 20% chance of succeeding."

p1 = 0.18

p2 = 0.20

Naively, p1 || p2 = 0.344

Cumulative probability after N attempts assuming p = 0.2 for any n > 1:

1: 0.180

2: 0.344

3: 0.475

4: 0.580

5: 0.664

6: 0.731

7: 0.785

8: 0.828

This also neglects things like mixed-experience teams (i.e. the probability data in the article is obviously very high level and overly simplistic).

[+] rewind|14 years ago|reply
The analysis is interesting, and I think it fits for low values of n (and even then, only if the VCs LOVE the team), but I think you might be looking too far ahead without doing the non-numerical analysis. If you failed seven times, do you think you'll get funding and have an 83% chance of success? I think your chance of getting funding, no matter how much the VCs love you, will plummet drastically after a certain value of n, and I'm guessing it's a lot lower than seven (but I have zero data to back that up).
[+] Shenglong|14 years ago|reply
I was about to make a note about statistical significance :<
[+] colindoc84|14 years ago|reply
"5. Better VCs Provide Better Deals: Venture capital firm experience is positively related to pre-money valuation. More experienced firms pay more for new ventures -- likely because they have higher success rates. "

Kind of tautology, no?