- 08 Jul 2011 11:32
#13751683
It's extremely unlikely to select such a sample.
If we assume that we have 5 mio voters, among them 100,000 libertarians. Then the probability of selecting a libertarian out of the 5,000,000 is 100,000 / 5,000,000 = 0.02.
Now we can use the binomial distribution to find the probability of selecting 3000 libertarians (30%) for a sample of size 10,000. Actually, my software returns a probability of 0 for anything greater than 1000, so I've lowered your number a bit:
1) Probability of selecting 500 or more libertarians (i.e. more than 5% of the sample are libertarians): 5.999582e-73
2) Probability of selecting 800 or more libertarians (i.e. more than 8% of the sample are libertarians): 1.167511e-231
To compare, the probability to win the lottery (6 out of 49) is 7.151124e-08.
So you are far less likely to get a sample like you described than to win the lottery.
Kman wrote:My point is that if you poll lets say 10.000 people then you might get unlucky, imagine if by sheer chance 30% of the people randomly selected are libertarians, then if you asked who they would vote for for president you would most likely get the 30% of the libertarians and maybe 10% of the rest of the group and that would leave an abnormally high polling number for Ron Paul (37%). Clearly getting irregular polls is a possibility and yet I almost never see any poll deviating from the norm, it seems they never get unlucky with their polling and get a group of people that are odd in some way or the other.
It's extremely unlikely to select such a sample.
If we assume that we have 5 mio voters, among them 100,000 libertarians. Then the probability of selecting a libertarian out of the 5,000,000 is 100,000 / 5,000,000 = 0.02.
Now we can use the binomial distribution to find the probability of selecting 3000 libertarians (30%) for a sample of size 10,000. Actually, my software returns a probability of 0 for anything greater than 1000, so I've lowered your number a bit:
1) Probability of selecting 500 or more libertarians (i.e. more than 5% of the sample are libertarians): 5.999582e-73
2) Probability of selecting 800 or more libertarians (i.e. more than 8% of the sample are libertarians): 1.167511e-231
To compare, the probability to win the lottery (6 out of 49) is 7.151124e-08.
So you are far less likely to get a sample like you described than to win the lottery.
"Science is the belief in the ignorance of experts"
Richard Feynman
Richard Feynman