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Source model characteristics Characteristics of the two models and their factors of the principal factor analysis and their associations with the two PM2.5-measures: Model A includes all components shown in Table 1, Model B excludes Ca, Cr, Se and W. |
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| Model characteristics |
Model A |
Model B |
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| Number of exposure variables included |
13 |
9 |
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| Total variance explained |
62.3% |
68.9% |
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| Correlation with PM2.5Mass (R2) |
0.73 |
0.63 |
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| Correlation with PM2.5Lightscatter (R2) |
0.71 |
0.52 |
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| Factor characteristics |
Factor 1 "crustal" |
Factor 2 "steel wear" |
Factor 3 "gasoline" |
Factor 4 "speed-change" |
Factor 1 "road surface" |
Factor 2 "gasoline" |
Factor 3 "speed-change" |
| Sum of squares of factor loadings |
2.48 |
2.11 |
1.82 |
1.67 |
3.01 |
1.68 |
1.51 |
| Proportion of total variance |
19.1% |
16.3% |
14.0% |
12.9% |
33.5% |
18.6% |
16.8% |
| Slopea of correlation with PM2.5Mass |
2.95 p = 0.0006 |
4.11 p < 0.0001 |
2.16 p = 0.003 |
4.50 p < 0.0001 |
4.74 p < 0.0001 |
3.03 p = 0.002 |
3.21 p = 0.002 |
| Slopea of correlation with PM2.5Lightscatter |
0.68 p = 0.6 (n.s.) |
3.58 p = 0.01 |
3.74 p = 0.004 |
11.32 p < 0.0001 |
2.48 p = 0.15 (n.s.) |
4.03 p = 0.026 |
9.27 p < 0.0001 |
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a) Slope in μg/m3 per 1 SD change in the exposure factor score | |||||||
Riediker et al. Particle and Fibre Toxicology 2004 1:2 doi:10.1186/1743-8977-1-2 |
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