Table 5.
Logistic regression models analysis of FBG incidence and severity, LRTs for independent variables when entered first and last into the model
| Independent variable | df | Incidence LRT | Severity (PSI) LRT | ||||||
|---|---|---|---|---|---|---|---|---|---|
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| VEF | VEL | VEF | VEL | ||||||
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| DR | Pr > χ2 | DR | Pr > χ2 | DR | Pr > χ2 | DR | Pr > χ2 | ||
| Year | 1 | 13.3 | 0.0003 | 13.3 | 0.0003 | 8.3 | 0.0039 | 8.3 | 0.0039 |
| Region | 2 | 182.3 | <0.0001 | 197.9 | <0.0001 | 15.3 | 0.0005 | 22.3 | <0.0001 |
| Zone | 8 | 285.6 | <0.0001 | 106.7 | <0.0001 | 100.4 | <0.0001 | 86.2 | <0.0001 |
| Crop growth stage | 4 | 41.2 | <0.0001 | 15.8 | 0.0033 | 37.4 | <0.0001 | 40.4 | <0.0001 |
| Crop density | 2 | 12.0 | 0.0025 | 3.9 | 0.1442 | 22.8 | <0.0001 | 18.2 | 0.0001 |
| Cropping System | 1 | 22.0 | <0.0001 | 17.1 | <0.0001 | 8.3 | 0.0041 | 9.0 | 0.0026 |
| Slope of field | 2 | 2.3 | 0.3106 | 0.3 | 0.8584 | 20.9 | <0.0001 | 13.1 | 0.0015 |
| Cropping pattern | 1 | 26.4 | <0.0001 | 0.4 | 0.5391 | 9.2 | 0.0025 | 7.9 | 0.0049 |
| Altitude | 2 | 200.9 | <0.0001 | 109.1 | <0.0001 | 96.5 | <0.0001 | 84.1 | <0.0001 |
| Weed density | 1 | 72.0 | <0.0001 | 26.4 | <0.0001 | 15.3 | <0.0001 | 13.3 | 0.0003 |
| Soil type | 2 | 4.7 | 0.0951 | 32.6 | <0.0001 | 1.4 | 0.4883 | 10.0 | 0.0066 |
| Fertilizer application | 2 | 41.9 | <0.0001 | 0.5 | 0.7813 | 51.7 | <0.0001 | 5.6 | 0.0618 |
| Drainage method | 1 | 2.0 | 0.1597 | 3.6 | 0.0577 | 1.9 | 0.1689 | 0.5 | 0.459 |
| Crop nearby | 2 | 33.0 | <0.0001 | 3.5 | 0.1697 | 4.8 | 0.0903 | 0.3 | 0.8803 |
| Fungicide | 1 | 93.7 | <0.0001 | 43.0 | <0.0001 | 214.8 | <0.0001 | 101.6 | <0.0001 |
FBG, faba bean gall; df, degrees of freedom; LRT, likelihood ratio test; PSI, Percent Severity Index; VEF, variable entered first; VEL, variable entered last; DR, deviance reduction; Pr, probability of a χ2 value exceeding the deviance reduction.