SpaceTiger said:
No, if I'm understanding what you mean by "false positive" and "false negative", that's still incorrect. The statistics refer to the probability of this occurring in a hypothetical random generation of the CMB (with the same power spectrum). They don't, however, give the probability that the feature is real because they don't (and can't) consider the selection bias.
ST, for clarity let me expand on my
gedankenexperiment and see where we differ.
For a statistical experiment we envisage an ensemble of say 200 separate and independent universes, each with a CBM with anisotropic fluctuations similar to ours and in which one intelligent species has made similar observations as WMAP3 of their CMB.
The null hypothesis to be tested is the CMB fluctuations are all random, that they are Gaussian at all modes in the power spectrum.
In 100 of these universes (sub set
A) the anisotropies are completely random, in the other 100 (sub set
B) there is a deficiency in the low-l modes and a real AoE caused by some unknown non-cosmological process. The resultant power spectrums of all universes are similar.
In sub-set
A most CMB anisotropies look completely random to the inhabitants of the respective universes, however in
2 of these universes there is a statistical quirk and the low-l modes appear aligned in an 'AoE'.
In sub-set
B the low-l modes of
all the CMB anisotropies appear aligned in an 'AoE'.
In
A 98 species do not observe an alignment and consider their CMB Gaussian and they all are correct, but 2 do observe an alignment and aren't sure.
Of these 2, if they both maintain that "even more compelling evidence is required" for the existence of the AoE to be confirmed, i.e. the null hypothesis is true, they will be
correct. Or on the other hand, if they both maintain that the evidence is sufficient for the existence of the AoE to be confirmed, i.e. the null hypothesis is false, they are
mistaken.
In
B all 100 aren't sure. If they each maintain that "even more compelling evidence is required" for the existence of the AoE to be confirmed, i.e. the null hypothesis is true, they
all will be
incorrect. Or on the other hand, if they each maintain that the evidence is sufficient for the existence of the AoE to be confirmed, i.e. the null hypothesis is false, they
all are
correct.
Now we are in the group of 102 that
do observe an apparent low-l mode alignment.
Of those 102:
If they each maintain that "even more compelling evidence is required" for the existence of the AoE to be confirmed, 2 will be correct and 100 will be incorrect.
However, if they each maintain that the evidence is sufficient for the existence of the AoE to be confirmed, then 2 will be incorrect and 100 correct.
My preference is for the stratergy that has the greatest chance of giving the correct answer, given that an apparent AoE has been observed in our sky.
I will be interested to see where I am mistaken in my thinking.
Garth