Table 1 Discriminant models data.
(a) Data suitability for discriminant analysis | ||||||
|---|---|---|---|---|---|---|
Pooled within-groups matrices (correlation between predictor variables) | Box’s M test p value (cutoff > 0.001) | |||||
| Â | K+ | Na+ | LDH | MRC1 | GST | |
K+ | 1 | −0.065 | −0.215 | −0.016 | 0.12 | 0.015 |
Na+ | −0.065 | 1 | 0.136 | −0.038 | −0.03 | |
LDH | −0.215 | 0.136 | 1 | −0.129 | −0.103 | |
MRC1 | −0.016 | −0.038 | −0.129 | 1 | 0.049 | |
GST | 0.12 | −0.03 | −0.103 | 0.049 | 1 | |
(b) Model fitness | ||||||
|---|---|---|---|---|---|---|
Wilk’s Lambda | p value |  |  |  |  |  |
0.525/0.545 | 2.66 × 10–9/2.24 × 10–9 |  |  |  |  |  |
(c) Variable contribution to the discriminant model and inter-group difference of means | ||||||
|---|---|---|---|---|---|---|
|  | SCDFC | Wilks’ Lambda (equal for both models) | F test p value (cutoff < 0.01) (equal for both models) |  |  |  |
K+ | −0.626/0.661 | 0.732 (26.8%) | 8.66 × 10–7 |  |  |  |
GST | 0.529/−0.547 | 0.876 (12.4%) | 0.0013 |  |  |  |
MRC1 | −0.392/0.414 | 0.871 (12.9%) | 0.0011 |  |  |  |
LDH | 0.294/−0.341 | 0.839 (16.1%) | 0.0002 |  |  |  |
Na+ (excluded stepwise) | 0.276/NC | 0.898 (10.2%) | 0.0038 | Â | Â | Â |
(d) Discriminant function discriminatory power | ||||||
|---|---|---|---|---|---|---|
| Â | Eigenvalue | Canonical correlation | Â | Â | Â | Â |
First discriminant function | 0.904/0.837 | 0.689/0.675 | Â | Â | Â | Â |