Table 4.
Comparison of adjusted R2 for Plant/Scenario ANOVA models and various exposure metrics identified in univariate regression models.
Parameter | Scenario/Plant | Mass | Neutral sulfate | Amonium ion | Total sulfate | Acidic sulfate | Elemental carbon |
---|---|---|---|---|---|---|---|
F | 0.4580 | 0.0080 | 0.0280 | 0.0410 | −0.0150 | 0.0300 | 0.0290 |
Ti | 0.3283 | 0.0050 | 0.0210 | 0.0310 | −0.0150 | 0.0340 | 0.0130 |
Te | 0.2566 | −0.0060 | −0.0020 | 0.0080 | −0.0110 | 0.0320 | 0.0160 |
PEF | 0.4301 | 0.0080 | 0.0880 | 0.1060 | −0.0010 | 0.0290 | 0.0660 |
PIF | 0.4339 | 0.0190 | 0.0260 | 0.0460 | −0.0140 | 0.0180 | 0.1380 |
EF50 | 0.4979 | 0.0190 | 0.0730 | 0.0950 | −0.0100 | 0.0390 | 0.0840 |
Tv | 0.4132 | 0.0040 | −0.0140 | −0.0120 | −0.0060 | −0.0070 | 0.1450 |
MV | 0.3948 | 0.0260 | 0.0390 | 0.0540 | −0.0010 | −0.0060 | 0.1030 |
Penh | 0.4297 | −0.0070 | 0.0440 | 0.0320 | 0.0280 | −0.0150 | −0.0140 |
PAU | 0.3999 | −0.0070 | 0.0660 | 0.0520 | 0.0310 | −0.0150 | −0.0140 |
EIP | 0.2210 | −0.0070 | −0.0100 | −0.0100 | −0.0100 | −0.0150 | −0.0110 |
EEP | 0.2383 | −0.0120 | 0.0150 | 0.0090 | −0.0140 | 0.0140 | 0.0170 |
Adjusted R2 may have negative values because adjustment for model size.
Comparison of adjusted R2: The plant/scenario approach vastly outperforms any single component in predicting any given outcome of respiratory function.