I have a very basic stats about significance values and p-value.
Say I perform a test using 0.05 as the significnace level. Using this p < 0.05, I obtain say 20 000 significant points. Is it valid to say that 5% of these points, so 1000 points, could be false positives?
Thanks in advance for your help
P.s I am familiar with multiple test correction