Table 1 Dimension suggested by the Information Dimension
From: Component retention in principal component analysis with application to cDNA microarray data
(R x , R y , R z ) | (1,1,1) | (8/5,1,5/8) | (2,1,1/2) | (3,1,1/3) | (8,1,1/8) |
|---|---|---|---|---|---|
H(p1,p2,p3) | 1.000 | 0.781 | 0.608 | 0.348 | 0.074 |
p1 = λ1/(λ1 + λ2 + λ3) | 0.333 | 0.648 | 0.762 | 0.890 | 0.984 |
p2 = λ2/(λ1 + λ2 + λ3) | 0.333 | 0.253 | 0.191 | 0.099 | 0.015 |
p3 = λ3/(λ1 + λ2 + λ3) | 0.333 | 0.099 | 0.048 | 0.010 | 0.000 |
n 0 | 3.00 | 2.36 | 1.95 | 1.47 | 1.09 |