Table 7.
Diabetes dataset covariates identified as correlated with principal components. Results of a search for covariates with value distributions having significant differences in either UPn vs. DOWNn, {UPn+FLATn} vs. DOWNn, or UPn vs. {FLATn+DOWNn} are shown below. An "X" indicates the covariate's values varied significantly in the corresponding principal component's sample partitioning. 11 (out of 53) covariates were identified at a 1% significance level (minSetSize = 5) in 10 of the first 20 principal components. To investigate further, corresponding plots of covariate value distributions within sample partitions can be generated, such as the covariate plots for PC14 (see Figure 5).
| Principal Component Number | ||||||||||||||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | |
| Cap_(mm2) | X | |||||||||||||||||||
| Cap__Type2b_(mean_n) | X | |||||||||||||||||||
| Centroid_(Using_34_OXPHOS-CR_Genes) | X | |||||||||||||||||||
| Insulin_0 | X | |||||||||||||||||||
| Patient_# | X | |||||||||||||||||||
| Type1_Min_Area_(um2) | X | |||||||||||||||||||
| Type2a_(n) | X | |||||||||||||||||||
| Type2a_Min_Area_(um2) | X | |||||||||||||||||||
| Type2b_(%) | X | |||||||||||||||||||
| Type2b_(n) | X | |||||||||||||||||||
| UQCRB_(209065_at) | X | |||||||||||||||||||