Coefficient table of Merino wool and White wool, all combined
| Model | Unstandardised coefficients | Standardised coefficients | T | Sig. | 95.0% confidence interval for B | Correlations | Collinearity statistics | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Β | SE | Beta | Lower bound | Upper bound | Zero-order | Partial | Part | Tolerance | VIF | |||
| (Constant) | 7.941 | 0.590 | 13.549 | 0.000 | 6.783 | 9.099 | ||||||
| Staple length | 0.022 | 0.002 | 0.262 | 9.733 | 0.000 | 0.018 | 0.026 | 0.359 | 0.292 | 0.226 | 0.745 | 1.343 |
| Fibre diameter | −0.404 | 0.032 | −0,379 | −12.686 | 0.000 | −0.467 | −0,342 | −0.197 | −0.370 | −0.295 | 0.606 | 1.650 |
| Vegetable matter | 0.083 | 0.047 | 0.046 | 1.746 | 0.081 | −0.010 | 0.175 | −0.219 | 0.055 | 0.041 | 0.784 | 1.276 |
| Clean yield | 0.111 | 0.006 | 0.523 | 17.315 | 0.000 | 0.098 | 0.123 | 0.543 | 0.477 | 0.403 | 0.593 | 1.686 |
| Model | Unstandardised | Standardised | T | Sig. | 95.0% confidence | Correlations | Collinearity | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Β | SE | Beta | Lower bound | Upper bound | Zero-order | Partial | Part | Tolerance | VIF | |||
| (Constant) | 7.941 | 0.590 | 13.549 | 0.000 | 6.783 | 9.099 | ||||||
| Staple length | 0.022 | 0.002 | 0.262 | 9.733 | 0.000 | 0.018 | 0.026 | 0.359 | 0.292 | 0.226 | 0.745 | 1.343 |
| Fibre diameter | −0.404 | 0.032 | −0,379 | −12.686 | 0.000 | −0.467 | −0,342 | −0.197 | −0.370 | −0.295 | 0.606 | 1.650 |
| Vegetable matter | 0.083 | 0.047 | 0.046 | 1.746 | 0.081 | −0.010 | 0.175 | −0.219 | 0.055 | 0.041 | 0.784 | 1.276 |
| Clean yield | 0.111 | 0.006 | 0.523 | 17.315 | 0.000 | 0.098 | 0.123 | 0.543 | 0.477 | 0.403 | 0.593 | 1.686 |
Notes:
Where: wool type = Merino wool and White wool, all combined; dependent variable = price (R/kg); β = (beta is the degree of change in the outcome variable for every 1 unit of change in the predictor variable); t = coefficient divided by the standard error; Sig = significance level. (sig=p < 0.05); VIF = variance inflation factors (determines level of multicollinearity)
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