Table 1 Descriptions of three real data sets
From: Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
Number of variables and subjects | COPD | LTRC | SARP |
|---|---|---|---|
Subjects (RD/CD) | 699/491 | 1428/709 | 1671/640 |
Variables (RD/CD) | 528/257 | 1568/129 | 1761/135 |
Continuous variables (Con) | 113 | 11 | 27 |
Multi-class categorical variables (Cat) | 12 | 27 | 6 |
Binary variables (Bin) | 78 | 0 | 86 |
Ordinal variables (Ord) | 54 | 91 | 16 |
Total variables in CD | 257 | 129 | 135 |